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@inproceedings{DBLP:conf/ciss/PanZZHB23, author = {Lei Pan and Yan Zhang and Yi Zhou and Heikki Huttunen and Shuvra S. Bhattacharyya}, title = {Multi-Objective Design Optimization for Image Classification Using Elastic Neural Networks}, booktitle = {57th Annual Conference on Information Sciences and Systems, {CISS} 2023, Baltimore, MD, USA, March 22-24, 2023}, pages = {1--6}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CISS56502.2023.10089753}, doi = {10.1109/CISS56502.2023.10089753}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ciss/PanZZHB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/scia/PeltomakiAPHRK23, author = {Jukka Peltom{\"{a}}ki and Farid Alijani and Jussi Puura and Heikki Huttunen and Esa Rahtu and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen}, editor = {Rikke Gade and Michael Felsberg and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen}, title = {LiDAR Place Recognition Evaluation with the Oxford Radar RobotCar Dataset Revised}, booktitle = {Image Analysis - 22nd Scandinavian Conference, {SCIA} 2023, Sirkka, Finland, April 18-21, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13885}, pages = {3--16}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-31435-3\_1}, doi = {10.1007/978-3-031-31435-3\_1}, timestamp = {Wed, 31 May 2023 10:48:59 +0200}, biburl = {https://dblp.org/rec/conf/scia/PeltomakiAPHRK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/midm/TuominenLOPPHR22, author = {Jalmari Tuominen and Francesco Lomio and Niku Oksala and Ari Palom{\"{a}}ki and Jaakko Peltonen and Heikki Huttunen and Antti Roine}, title = {Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach}, journal = {{BMC} Medical Informatics Decis. Mak.}, volume = {22}, number = {1}, pages = {134}, year = {2022}, url = {https://doi.org/10.1186/s12911-022-01878-7}, doi = {10.1186/S12911-022-01878-7}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/midm/TuominenLOPPHR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icpr/AlijaniPPHKR22, author = {Farid Alijani and Jukka Peltom{\"{a}}ki and Jussi Puura and Heikki Huttunen and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and Esa Rahtu}, title = {Long-term Visual Place Recognition}, booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022, Montreal, QC, Canada, August 21-25, 2022}, pages = {3422--3428}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICPR56361.2022.9956392}, doi = {10.1109/ICPR56361.2022.9956392}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/AlijaniPPHKR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/visapp/AlijaniPPHKR22, author = {Farid Alijani and Jukka Peltom{\"{a}}ki and Jussi Puura and Heikki Huttunen and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and Esa Rahtu}, editor = {Giovanni Maria Farinella and Petia Radeva and Kadi Bouatouch}, title = {Evaluation of Long-term Deep Visual Place Recognition}, booktitle = {Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP} 2022, Volume 5: VISAPP, Online Streaming, February 6-8, 2022}, pages = {437--447}, publisher = {{SCITEPRESS}}, year = {2022}, url = {https://doi.org/10.5220/0010834700003124}, doi = {10.5220/0010834700003124}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/visapp/AlijaniPPHKR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/visapp/AlijaniPPHKR22a, author = {Farid Alijani and Jukka Peltom{\"{a}}ki and Jussi Puura and Heikki Huttunen and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and Esa Rahtu}, editor = {Giovanni Maria Farinella and Petia Radeva and Kadi Bouatouch}, title = {Evaluation of {RGB} and LiDAR Combination for Robust Place Recognition}, booktitle = {Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP} 2022, Volume 5: VISAPP, Online Streaming, February 6-8, 2022}, pages = {650--658}, publisher = {{SCITEPRESS}}, year = {2022}, url = {https://doi.org/10.5220/0010909100003124}, doi = {10.5220/0010909100003124}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/visapp/AlijaniPPHKR22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/vlsisp/NiH21, author = {Xingyang Ni and Heikki Huttunen}, title = {Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification}, journal = {J. Signal Process. Syst.}, volume = {93}, number = {4}, pages = {357--368}, year = {2021}, url = {https://doi.org/10.1007/s11265-020-01567-6}, doi = {10.1007/S11265-020-01567-6}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vlsisp/NiH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/euvip/AdhikariRH21, author = {Bishwo Adhikari and Esa Rahtu and Heikki Huttunen}, editor = {Azeddine Beghdadi and Faouzi Alaya Cheikh and Jo{\~{a}}o Manuel R. S. Tavares and Anissa Mokraoui and Giuseppe Valenzise and Laurent Oudre and Muhammad Atif Qureshi}, title = {Sample Selection for Efficient Image Annotation}, booktitle = {9th European Workshop on Visual Information Processing, {EUVIP} 2021, Paris, France, June 23-25, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/EUVIP50544.2021.9484022}, doi = {10.1109/EUVIP50544.2021.9484022}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/euvip/AdhikariRH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/euvip/GermiRH21, author = {Saeed Bakhshi Germi and Esa Rahtu and Heikki Huttunen}, editor = {Azeddine Beghdadi and Faouzi Alaya Cheikh and Jo{\~{a}}o Manuel R. S. Tavares and Anissa Mokraoui and Giuseppe Valenzise and Laurent Oudre and Muhammad Atif Qureshi}, title = {Selective Probabilistic Classifier Based on Hypothesis Testing}, booktitle = {9th European Workshop on Visual Information Processing, {EUVIP} 2021, Paris, France, June 23-25, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/EUVIP50544.2021.9483967}, doi = {10.1109/EUVIP50544.2021.9483967}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/euvip/GermiRH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/iccvw/NiHR21, author = {Xingyang Ni and Heikki Huttunen and Esa Rahtu}, title = {On the Importance of Encrypting Deep Features}, booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops, {ICCVW} 2021, Montreal, QC, Canada, October 11-17, 2021}, pages = {4125--4132}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCVW54120.2021.00460}, doi = {10.1109/ICCVW54120.2021.00460}, timestamp = {Wed, 16 Oct 2024 17:46:29 +0200}, biburl = {https://dblp.org/rec/conf/iccvw/NiHR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/iros/PeltomakiAPHRK21, author = {Jukka Peltom{\"{a}}ki and Farid Alijani and Jussi Puura and Heikki Huttunen and Esa Rahtu and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen}, title = {Evaluation of Long-term LiDAR Place Recognition}, booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021}, pages = {4487--4492}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IROS51168.2021.9636320}, doi = {10.1109/IROS51168.2021.9636320}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iros/PeltomakiAPHRK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/mmsp/AdhikariNRH21, author = {Bishwo Adhikari and Xingyang Ni and Esa Rahtu and Heikki Huttunen}, title = {Towards a Real-Time Facial Analysis System}, booktitle = {23rd International Workshop on Multimedia Signal Processing, {MMSP} 2021, Tampere, Finland, October 6-8, 2021}, pages = {1--6}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/MMSP53017.2021.9733663}, doi = {10.1109/MMSP53017.2021.9733663}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mmsp/AdhikariNRH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/safecomp/AdhikariPGRH21, author = {Bishwo Adhikari and Jukka Peltom{\"{a}}ki and Saeed Bakhshi Germi and Esa Rahtu and Heikki Huttunen}, editor = {Ibrahim Habli and Mark Sujan and Simos Gerasimou and Erwin Schoitsch and Friedemann Bitsch}, title = {Effect of Label Noise on Robustness of Deep Neural Network Object Detectors}, booktitle = {Computer Safety, Reliability, and Security. {SAFECOMP} 2021 Workshops - DECSoS, MAPSOD, DepDevOps, USDAI, and WAISE, York, UK, September 7, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12853}, pages = {239--250}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-83906-2\_19}, doi = {10.1007/978-3-030-83906-2\_19}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/safecomp/AdhikariPGRH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2105-03876, author = {Saeed Bakhshi Germi and Esa Rahtu and Heikki Huttunen}, title = {Selective Probabilistic Classifier Based on Hypothesis Testing}, journal = {CoRR}, volume = {abs/2105.03876}, year = {2021}, url = {https://arxiv.org/abs/2105.03876}, eprinttype = {arXiv}, eprint = {2105.03876}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-03876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2105-04678, author = {Bishwo Adhikari and Esa Rahtu and Heikki Huttunen}, title = {Sample selection for efficient image annotation}, journal = {CoRR}, volume = {abs/2105.04678}, year = {2021}, url = {https://arxiv.org/abs/2105.04678}, eprinttype = {arXiv}, eprint = {2105.04678}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-04678.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2106-09393, author = {Yi Zhou and Heikki Huttunen and Tapio Elomaa}, title = {using multiple losses for accurate facial age estimation}, journal = {CoRR}, volume = {abs/2106.09393}, year = {2021}, url = {https://arxiv.org/abs/2106.09393}, eprinttype = {arXiv}, eprint = {2106.09393}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2108-07147, author = {Xingyang Ni and Heikki Huttunen and Esa Rahtu}, title = {On the Importance of Encrypting Deep Features}, journal = {CoRR}, volume = {abs/2108.07147}, year = {2021}, url = {https://arxiv.org/abs/2108.07147}, eprinttype = {arXiv}, eprint = {2108.07147}, timestamp = {Fri, 20 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-07147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2109-10393, author = {Bishwo Adhikari and Xingyang Ni and Esa Rahtu and Heikki Huttunen}, title = {Towards a Real-Time Facial Analysis System}, journal = {CoRR}, volume = {abs/2109.10393}, year = {2021}, url = {https://arxiv.org/abs/2109.10393}, eprinttype = {arXiv}, eprint = {2109.10393}, timestamp = {Mon, 27 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-10393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/sensors/HeCMRHRV20, author = {Han He and Xiaochen Chen and Adnan Mehmood and Leevi Raivio and Heikki Huttunen and Pasi Raumonen and Johanna Virkki}, title = {ClothFace: {A} Batteryless RFID-Based Textile Platform for Handwriting Recognition}, journal = {Sensors}, volume = {20}, number = {17}, pages = {4878}, year = {2020}, url = {https://doi.org/10.3390/s20174878}, doi = {10.3390/S20174878}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sensors/HeCMRHRV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icip/YrjanainenNAH20, author = {Jukka Yrj{\"{a}}n{\"{a}}inen and Xingyang Ni and Bishwo Adhikari and Heikki Huttunen}, title = {Privacy-Aware Edge Computing System For People Tracking}, booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020}, pages = {2096--2100}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICIP40778.2020.9191260}, doi = {10.1109/ICIP40778.2020.9191260}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/YrjanainenNAH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icpr/AdhikariH20, author = {Bishwo Adhikari and Heikki Huttunen}, title = {Iterative Bounding Box Annotation for Object Detection}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {4040--4046}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412956}, doi = {10.1109/ICPR48806.2021.9412956}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/AdhikariH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icpr/PeltomakiNPKH20, author = {Jukka Peltom{\"{a}}ki and Xingyang Ni and Jussi Puura and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen and Heikki Huttunen}, title = {Loop-closure detection by LiDAR scan re-identification}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {9107--9114}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412843}, doi = {10.1109/ICPR48806.2021.9412843}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/PeltomakiNPKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icpr/NiFH20, author = {Xingyang Ni and Liang Fang and Heikki Huttunen}, title = {Adaptive {L2} Regularization in Person Re-Identification}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {9601--9607}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412481}, doi = {10.1109/ICPR48806.2021.9412481}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/NiFH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/sigsoft/LomioBMH020, author = {Francesco Lomio and Diego Mart{\'{\i}}nez Baselga and Sergio Moreschini and Heikki Huttunen and Davide Taibi}, editor = {Foutse Khomh and Pasquale Salza and Gemma Catolino}, title = {{RARE:} a labeled dataset for cloud-native memory anomalies}, booktitle = {Proceedings of the 4th {ACM} {SIGSOFT} International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE@ESEC/SIGSOFT {FSE} 2020, Virtual Event, USA, November 13, 2020}, pages = {19--24}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3416505.3423560}, doi = {10.1145/3416505.3423560}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigsoft/LomioBMH020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/wcre/LenarduzziLHT20, author = {Valentina Lenarduzzi and Francesco Lomio and Heikki Huttunen and Davide Taibi}, editor = {Kostas Kontogiannis and Foutse Khomh and Alexander Chatzigeorgiou and Marios{-}Eleftherios Fokaefs and Minghui Zhou}, title = {Are SonarQube Rules Inducing Bugs?}, booktitle = {27th {IEEE} International Conference on Software Analysis, Evolution and Reengineering, {SANER} 2020, London, ON, Canada, February 18-21, 2020}, pages = {501--511}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SANER48275.2020.9054821}, doi = {10.1109/SANER48275.2020.9054821}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wcre/LenarduzziLHT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2006-16400, author = {Xingyang Ni and Heikki Huttunen}, title = {Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification}, journal = {CoRR}, volume = {abs/2006.16400}, year = {2020}, url = {https://arxiv.org/abs/2006.16400}, eprinttype = {arXiv}, eprint = {2006.16400}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16400.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2007-00961, author = {Bishwo Adhikari and Heikki Huttunen}, title = {Iterative Bounding Box Annotation for Object Detection}, journal = {CoRR}, volume = {abs/2007.00961}, year = {2020}, url = {https://arxiv.org/abs/2007.00961}, eprinttype = {arXiv}, eprint = {2007.00961}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-00961.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2007-07875, author = {Xingyang Ni and Liang Fang and Heikki Huttunen}, title = {AdaptiveReID: Adaptive {L2} Regularization in Person Re-Identification}, journal = {CoRR}, volume = {abs/2007.07875}, year = {2020}, url = {https://arxiv.org/abs/2007.07875}, eprinttype = {arXiv}, eprint = {2007.07875}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-07875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-2008-02543, author = {Leevi Raivio and Han He and Johanna Virkki and Heikki Huttunen}, title = {Handwritten Character Recognition from Wearable Passive {RFID}}, journal = {CoRR}, volume = {abs/2008.02543}, year = {2020}, url = {https://arxiv.org/abs/2008.02543}, eprinttype = {arXiv}, eprint = {2008.02543}, timestamp = {Fri, 07 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-02543.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/jsa/LiSFLVCPRHTB19, author = {Lin Li and Carlo Sau and Tiziana Fanni and Jingui Li and Timo Viitanen and Fran{\c{c}}ois Christophe and Francesca Palumbo and Luigi Raffo and Heikki Huttunen and Jarmo Takala and Shuvra S. Bhattacharyya}, title = {An integrated hardware/software design methodology for signal processing systems}, journal = {J. Syst. Archit.}, volume = {93}, pages = {1--19}, year = {2019}, url = {https://doi.org/10.1016/j.sysarc.2018.12.010}, doi = {10.1016/J.SYSARC.2018.12.010}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jsa/LiSFLVCPRHTB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/pr/ChenJHMK19, author = {Ke Chen and Kui Jia and Heikki Huttunen and Jiri Matas and Joni{-}Kristian K{\"{a}}m{\"{a}}r{\"{a}}inen}, title = {Cumulative attribute space regression for head pose estimation and color constancy}, journal = {Pattern Recognit.}, volume = {87}, pages = {29--37}, year = {2019}, url = {https://doi.org/10.1016/j.patcog.2018.10.015}, doi = {10.1016/J.PATCOG.2018.10.015}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ChenJHMK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/prl/HassanHNT19, author = {Syeda Sakira Hassan and Heikki Huttunen and Jari Niemi and Jussi Tohka}, title = {Bayesian receiver operating characteristic metric for linear classifiers}, journal = {Pattern Recognit. Lett.}, volume = {128}, pages = {52--59}, year = {2019}, url = {https://doi.org/10.1016/j.patrec.2019.07.016}, doi = {10.1016/J.PATREC.2019.07.016}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/HassanHNT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/vlsisp/HuttunenCZ19, author = {Heikki Huttunen and Ke Chen and Zhaoxiang Zhang}, title = {Guest Editorial: Special Issue on Machine Learning Implementations}, journal = {J. Signal Process. Syst.}, volume = {91}, number = {2}, pages = {115--116}, year = {2019}, url = {https://doi.org/10.1007/s11265-018-1432-1}, doi = {10.1007/S11265-018-1432-1}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/vlsisp/HuttunenCZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/aicas/ZhouBBH19, author = {Yi Zhou and Yue Bai and Shuvra S. 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Santos}, title = {Investigation of Egocentric Social Structures for Diversity-Enhancing Followee Recommendations}, booktitle = {Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, {UMAP} 2019, Larnaca, Cyprus, June 09-12, 2019}, pages = {257--261}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3314183.3323460}, doi = {10.1145/3314183.3323460}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/SkenderiO0HKYH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/vtc/LinLBCLH19, author = {Chia{-}Hung Lin and Yu{-}Chien Lin and Yue Bai and Wei{-}Ho Chung and Ta{-}Sung Lee and Heikki Huttunen}, title = {{DL-CFAR:} {A} Novel {CFAR} Target Detection Method Based on Deep Learning}, booktitle = {90th {IEEE} Vehicular Technology Conference, {VTC} Fall 2019, Honolulu, HI, USA, September 22-25, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/VTCFall.2019.8891420}, doi = {10.1109/VTCFALL.2019.8891420}, timestamp = {Mon, 20 Dec 2021 11:29:04 +0100}, biburl = {https://dblp.org/rec/conf/vtc/LinLBCLH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1904-07633, author = {Oguzhan Gencoglu and Mark J. van Gils and Esin Guldogan and Chamin Morikawa and Mehmet S{\"{u}}zen and Mathias Gruber and Jussi Leinonen and Heikki Huttunen}, title = {{HARK} Side of Deep Learning - From Grad Student Descent to Automated Machine Learning}, journal = {CoRR}, volume = {abs/1904.07633}, year = {2019}, url = {http://arxiv.org/abs/1904.07633}, eprinttype = {arXiv}, eprint = {1904.07633}, timestamp = {Fri, 10 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-07633.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1905-00252, author = {Francesco Lomio and Erjon Skenderi and Damoon Mohamadi and Jussi Collin and Reza Ghabcheloo and Heikki Huttunen}, title = {Surface Type Classification for Autonomous Robot Indoor Navigation}, journal = {CoRR}, volume = {abs/1905.00252}, year = {2019}, url = {http://arxiv.org/abs/1905.00252}, eprinttype = {arXiv}, eprint = {1905.00252}, timestamp = {Mon, 27 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-00252.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1907-00376, author = {Valentina Lenarduzzi and Francesco Lomio and Davide Taibi and Heikki Huttunen}, title = {On the Fault Proneness of SonarQube Technical Debt Violations: {A} comparison of eight Machine Learning Techniques}, journal = {CoRR}, volume = {abs/1907.00376}, year = {2019}, url = {http://arxiv.org/abs/1907.00376}, eprinttype = {arXiv}, eprint = {1907.00376}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-00376.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1908-08771, author = {Syeda Sakira Hassan and Heikki Huttunen and Jari Niemi and Jussi Tohka}, title = {Bayesian Receiver Operating Characteristic Metric for Linear Classifiers}, journal = {CoRR}, volume = {abs/1908.08771}, year = {2019}, url = {http://arxiv.org/abs/1908.08771}, eprinttype = {arXiv}, eprint = {1908.08771}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-08771.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/tsp/BoutellierWHB18, author = {Jani Boutellier and Jiahao Wu and Heikki Huttunen and Shuvra S. 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Bhattacharyya and Antti P. Happonen and Heikki Huttunen}, title = {Elastic Neural Networks: {A} Scalable Framework for Embedded Computer Vision}, booktitle = {26th European Signal Processing Conference, {EUSIPCO} 2018, Roma, Italy, September 3-7, 2018}, pages = {1472--1476}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.23919/EUSIPCO.2018.8553186}, doi = {10.23919/EUSIPCO.2018.8553186}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/BaiBHH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/euvip/AdhikariPPH18, author = {Bishwo Adhikari and Jukka Peltom{\"{a}}ki and Jussi Puura and Heikki Huttunen}, editor = {Karen O. Egiazarian and Azeddine Beghdadi and Ioan Tabus and Chaker Larabi and Federica Battisti and Laurent Oudre}, title = {Faster Bounding Box Annotation for Object Detection in Indoor Scenes}, booktitle = {7th European Workshop on Visual Information Processing, {EUVIP} 2018, Tampere, Finland, November 26-28, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/EUVIP.2018.8611732}, doi = {10.1109/EUVIP.2018.8611732}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/euvip/AdhikariPPH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/euvip/GhaziHBH18, author = {Pedram Ghazi and Antti P. Happonen and Jani Boutellier and Heikki Huttunen}, editor = {Karen O. Egiazarian and Azeddine Beghdadi and Ioan Tabus and Chaker Larabi and Federica Battisti and Laurent Oudre}, title = {Embedded Implementation of a Deep Learning Smile Detector}, booktitle = {7th European Workshop on Visual Information Processing, {EUVIP} 2018, Tampere, Finland, November 26-28, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/EUVIP.2018.8611783}, doi = {10.1109/EUVIP.2018.8611783}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/euvip/GhaziHBH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/euvip/LomioFLH18, author = {Francesco Lomio and Ricardo Farinha and Mauri Laasonen and Heikki Huttunen}, editor = {Karen O. Egiazarian and Azeddine Beghdadi and Ioan Tabus and Chaker Larabi and Federica Battisti and Laurent Oudre}, title = {Classification of Building Information Model {(BIM)} Structures with Deep Learning}, booktitle = {7th European Workshop on Visual Information Processing, {EUVIP} 2018, Tampere, Finland, November 26-28, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/EUVIP.2018.8611701}, doi = {10.1109/EUVIP.2018.8611701}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/euvip/LomioFLH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/mlsp/GharibDNSTHVH18, author = {Shayan Gharib and Honain Derrar and Daisuke Niizumi and Tuukka Senttula and Janne Tommola and Toni Heittola and Tuomas Virtanen and Heikki Huttunen}, title = {Acoustic Scene Classification: a Competition Review}, booktitle = {28th {IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2018, Aalborg, Denmark, September 17-20, 2018}, pages = {1--6}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/MLSP.2018.8517000}, doi = {10.1109/MLSP.2018.8517000}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsp/GharibDNSTHVH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1802-06625, author = {Jani Boutellier and Jiahao Wu and Heikki Huttunen and Shuvra S. Bhattacharyya}, title = {{PRUNE:} Dynamic and Decidable Dataflow for Signal Processing on Heterogeneous Platforms}, journal = {CoRR}, volume = {abs/1802.06625}, year = {2018}, url = {http://arxiv.org/abs/1802.06625}, eprinttype = {arXiv}, eprint = {1802.06625}, timestamp = {Fri, 17 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-06625.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1807-00453, author = {Yue Bai and Shuvra S. Bhattacharyya and Antti P. Happonen and Heikki Huttunen}, title = {Elastic Neural Networks: {A} Scalable Framework for Embedded Computer Vision}, journal = {CoRR}, volume = {abs/1807.00453}, year = {2018}, url = {http://arxiv.org/abs/1807.00453}, eprinttype = {arXiv}, eprint = {1807.00453}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-00453.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1807-03142, author = {Bishwo Adhikari and Jukka Peltom{\"{a}}ki and Jussi Puura and Heikki Huttunen}, title = {Faster Bounding Box Annotation for Object Detection in Indoor Scenes}, journal = {CoRR}, volume = {abs/1807.03142}, year = {2018}, url = {http://arxiv.org/abs/1807.03142}, eprinttype = {arXiv}, eprint = {1807.03142}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-03142.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1807-10570, author = {Pedram Ghazi and Antti P. Happonen and Jani Boutellier and Heikki Huttunen}, title = {Embedded Implementation of a Deep Learning Smile Detector}, journal = {CoRR}, volume = {abs/1807.10570}, year = {2018}, url = {http://arxiv.org/abs/1807.10570}, eprinttype = {arXiv}, eprint = {1807.10570}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-10570.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1808-00209, author = {Mir Khan and Heikki Huttunen and Jani Boutellier}, title = {Binarized Convolutional Neural Networks for Efficient Inference on GPUs}, journal = {CoRR}, volume = {abs/1808.00209}, year = {2018}, url = {http://arxiv.org/abs/1808.00209}, eprinttype = {arXiv}, eprint = {1808.00209}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-00209.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1808-00601, author = {Francesco Lomio and Ricardo Farinha and Mauri Laasonen and Heikki Huttunen}, title = {Classification of Building Information Model {(BIM)} Structures with Deep Learning}, journal = {CoRR}, volume = {abs/1808.00601}, year = {2018}, url = {http://arxiv.org/abs/1808.00601}, eprinttype = {arXiv}, eprint = {1808.00601}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-00601.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1808-02357, author = {Shayan Gharib and Honain Derrar and Daisuke Niizumi and Tuukka Senttula and Janne Tommola and Toni Heittola and Tuomas Virtanen and Heikki Huttunen}, title = {Acoustic Scene Classification: {A} Competition Review}, journal = {CoRR}, volume = {abs/1808.02357}, year = {2018}, url = {http://arxiv.org/abs/1808.02357}, eprinttype = {arXiv}, eprint = {1808.02357}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-02357.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1809-05474, author = {Janne Tommola and Pedram Ghazi and Bishwo Adhikari and Heikki Huttunen}, title = {Real Time System for Facial Analysis}, journal = {CoRR}, volume = {abs/1809.05474}, year = {2018}, url = {http://arxiv.org/abs/1809.05474}, eprinttype = {arXiv}, eprint = {1809.05474}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-05474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/abs-1810-00589, author = {Yi Zhou and Yue Bai and Shuvra S. Bhattacharyya and Heikki Huttunen}, title = {Elastic Neural Networks for Classification}, journal = {CoRR}, volume = {abs/1810.00589}, year = {2018}, url = {http://arxiv.org/abs/1810.00589}, eprinttype = {arXiv}, eprint = {1810.00589}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-00589.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/jsa/FanniLVSXPRHTB17, author = {Tiziana Fanni and Lin Li and Timo Viitanen and Carlo Sau and Renjie Xie and Francesca Palumbo and Luigi Raffo and Heikki Huttunen and Jarmo Takala and Shuvra S. Bhattacharyya}, title = {Hardware design methodology using lightweight dataflow and its integration with low power techniques}, journal = {J. Syst. 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Lehtola and Heikki Huttunen and Fran{\c{c}}ois Christophe and Tommi Mikkonen}, editor = {Puneet Sharma and Filippo Maria Bianchi}, title = {Evaluation of Visual Tracking Algorithms for Embedded Devices}, booktitle = {Image Analysis - 20th Scandinavian Conference, {SCIA} 2017, Troms{\o}, Norway, June 12-14, 2017, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10269}, pages = {88--97}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-59126-1\_8}, doi = {10.1007/978-3-319-59126-1\_8}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/scia/LehtolaHCM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/CakirPHHV17, author = {Emre {\c{C}}akir and Giambattista Parascandolo and Toni Heittola and Heikki Huttunen and Tuomas Virtanen}, title = {Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection}, journal = {CoRR}, volume = {abs/1702.06286}, year = {2017}, url = {http://arxiv.org/abs/1702.06286}, eprinttype = {arXiv}, eprint = {1702.06286}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CakirPHHV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/ni/TohkaMH16, author = {Jussi Tohka and Elaheh Moradi and Heikki Huttunen}, title = {Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain {MRI} in Dementia}, journal = {Neuroinformatics}, volume = {14}, number = {3}, pages = {279--296}, year = {2016}, url = {https://doi.org/10.1007/s12021-015-9292-3}, doi = {10.1007/S12021-015-9292-3}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ni/TohkaMH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/apsipa/MurayamaOKHH016, author = {Mizuki Murayama and Daisuke Oguro and Hisakazu Kikuchi and Heikki Huttunen and Yo{-}Sung Ho and Jaeho Shin}, title = {Color-distribution similarity by information theoretic divergence for color images}, booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, {APSIPA} 2016, Jeju, South Korea, December 13-16, 2016}, pages = {1--4}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/APSIPA.2016.7820681}, doi = {10.1109/APSIPA.2016.7820681}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/apsipa/MurayamaOKHH016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/dasip/LiFVXPRHTB16, author = {Lin Li and Tiziana Fanni and Timo Viitanen and Renjie Xie and Francesca Palumbo and Luigi Raffo and Heikki Huttunen and Jarmo Takala and Shuvra S. Bhattacharyya}, title = {Low power design methodology for signal processing systems using lightweight dataflow techniques}, booktitle = {2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), Rennes, France, October 12-14, 2016}, pages = {82--89}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/DASIP.2016.7853801}, doi = {10.1109/DASIP.2016.7853801}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dasip/LiFVXPRHTB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/XieHLBT16, author = {Renjie Xie and Heikki Huttunen and Shuoxin Lin and Shuvra S. Bhattacharyya and Jarmo Takala}, title = {Resource-constrained implementation and optimization of a deep neural network for vehicle classification}, booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest, Hungary, August 29 - September 2, 2016}, pages = {1862--1866}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/EUSIPCO.2016.7760571}, doi = {10.1109/EUSIPCO.2016.7760571}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/XieHLBT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icassp/ParascandoloHV16, author = {Giambattista Parascandolo and Heikki Huttunen and Tuomas Virtanen}, title = {Recurrent neural networks for polyphonic sound event detection in real life recordings}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {6440--6444}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472917}, doi = {10.1109/ICASSP.2016.7472917}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/ParascandoloHV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icl-gnss/CramariucHL16, author = {Andrei Cramariuc and Heikki Huttunen and Elena Simona Lohan}, title = {Clustering benefits in mobile-centric WiFi positioning in multi-floor buildings}, booktitle = {International Conference on Localization and GNSS, {ICL-GNSS} 2016, Barcelona, Spain, June 28-30, 2016}, pages = {1--6}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICL-GNSS.2016.7533846}, doi = {10.1109/ICL-GNSS.2016.7533846}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icl-gnss/CramariucHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/isbi/LiimatainenRLH16, author = {Kaisa Liimatainen and Pekka Ruusuvuori and Leena Latonen and Heikki Huttunen}, title = {Supervised method for cell counting from bright field focus stacks}, booktitle = {13th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2016, Prague, Czech Republic, April 13-16, 2016}, pages = {391--394}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ISBI.2016.7493290}, doi = {10.1109/ISBI.2016.7493290}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/isbi/LiimatainenRLH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ivs/HuttunenY016, author = {Heikki Huttunen and Fatemeh Shokrollahi Yancheshmeh and Ke Chen}, title = {Car type recognition with Deep Neural Networks}, booktitle = {2016 {IEEE} Intelligent Vehicles Symposium, {IV} 2016, Gotenburg, Sweden, June 19-22, 2016}, pages = {1115--1120}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/IVS.2016.7535529}, doi = {10.1109/IVS.2016.7535529}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/ivs/HuttunenY016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/HuttunenY016, author = {Heikki Huttunen and Fatemeh Shokrollahi Yancheshmeh and Ke Chen}, title = {Car Type Recognition with Deep Neural Networks}, journal = {CoRR}, volume = {abs/1602.07125}, year = {2016}, url = {http://arxiv.org/abs/1602.07125}, eprinttype = {arXiv}, eprint = {1602.07125}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuttunenY016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/corr/ParascandoloHV16, author = {Giambattista Parascandolo and Heikki Huttunen and Tuomas Virtanen}, title = {Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings}, journal = {CoRR}, volume = {abs/1604.00861}, year = {2016}, url = {http://arxiv.org/abs/1604.00861}, eprinttype = {arXiv}, eprint = {1604.00861}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ParascandoloHV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/neuroimage/MoradiPGHT15, author = {Elaheh Moradi and Antonietta Pepe and Christian Gaser and Heikki Huttunen and Jussi Tohka}, title = {Machine learning framework for early MRI-based Alzheimer's conversion prediction in {MCI} subjects}, journal = {NeuroImage}, volume = {104}, pages = {398--412}, year = {2015}, url = {https://doi.org/10.1016/j.neuroimage.2014.10.002}, doi = {10.1016/J.NEUROIMAGE.2014.10.002}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neuroimage/MoradiPGHT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/pr/HuttunenT15, author = {Heikki Huttunen and Jussi Tohka}, title = {Model selection for linear classifiers using Bayesian error estimation}, journal = {Pattern Recognit.}, volume = {48}, number = {11}, pages = {3739--3748}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2015.05.005}, doi = {10.1016/J.PATCOG.2015.05.005}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/HuttunenT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/CakirHHV15, author = {Emre Cakir and Toni Heittola and Heikki Huttunen and Tuomas Virtanen}, title = {Multi-label vs. combined single-label sound event detection with deep neural networks}, booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice, France, August 31 - September 4, 2015}, pages = {2551--2555}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EUSIPCO.2015.7362845}, doi = {10.1109/EUSIPCO.2015.7362845}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/CakirHHV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ijcnn/CakirHHV15, author = {Emre Cakir and Toni Heittola and Heikki Huttunen and Tuomas Virtanen}, title = {Polyphonic sound event detection using multi label deep neural networks}, booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015, Killarney, Ireland, July 12-17, 2015}, pages = {1--7}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IJCNN.2015.7280624}, doi = {10.1109/IJCNN.2015.7280624}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/CakirHHV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ispa/TikkanenRLH15, author = {Tuomas Tikkanen and Pekka Ruusuvuori and Leena Latonen and Heikki Huttunen}, title = {Training based cell detection from bright-field microscope images}, booktitle = {9th International Symposium on Image and Signal Processing and Analysis, {ISPA} 2015, Zagreb, Croatia, September 7-9, 2015}, pages = {160--164}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ISPA.2015.7306051}, doi = {10.1109/ISPA.2015.7306051}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/ispa/TikkanenRLH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/scia/Huttunen0TKGNAX15, author = {Heikki Huttunen and Ke Chen and Abhishek Thakur and Artus Krohn{-}Grimberghe and Oguzhan Gencoglu and Xingyang Ni and Mohammed Al{-}Musawi and Lei Xu and Hendrik Jacob van Veen}, editor = {Rasmus R. Paulsen and Kim Steenstrup Pedersen}, title = {Computer Vision for Head Pose Estimation: Review of a Competition}, booktitle = {Image Analysis - 19th Scandinavian Conference, {SCIA} 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9127}, pages = {65--75}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19665-7\_6}, doi = {10.1007/978-3-319-19665-7\_6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/scia/Huttunen0TKGNAX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/GencogluVH14, author = {Oguzhan Gencoglu and Tuomas Virtanen and Heikki Huttunen}, title = {Recognition of acoustic events using deep neural networks}, booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon, Portugal, September 1-5, 2014}, pages = {506--510}, publisher = {{IEEE}}, year = {2014}, url = {https://ieeexplore.ieee.org/document/6952140/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/GencogluVH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/bmcsb/HassanFMHA13, author = {Syeda Hassan and Muhammad Farhan and Rahul Mangayil and Heikki Huttunen and Tommi Aho}, title = {Bioprocess data mining using regularized regression and random forests}, journal = {{BMC} Syst. Biol.}, volume = {7}, number = {{S-1}}, pages = {S5}, year = {2013}, url = {https://doi.org/10.1186/1752-0509-7-S1-S5}, doi = {10.1186/1752-0509-7-S1-S5}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcsb/HassanFMHA13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/mva/HuttunenMKT13, author = {Heikki Huttunen and Tapio Manninen and Jukka{-}Pekka Kauppi and Jussi Tohka}, title = {Mind reading with regularized multinomial logistic regression}, journal = {Mach. Vis. Appl.}, volume = {24}, number = {6}, pages = {1311--1325}, year = {2013}, url = {https://doi.org/10.1007/s00138-012-0464-y}, doi = {10.1007/S00138-012-0464-Y}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mva/HuttunenMKT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icip/KikuchiKMH13, author = {Hisakazu Kikuchi and S. Kataoka and Shogo Muramatsu and Heikki Huttunen}, title = {Color-tone similarity of digital images}, booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013, Melbourne, Australia, September 15-18, 2013}, pages = {393--397}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICIP.2013.6738081}, doi = {10.1109/ICIP.2013.6738081}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/KikuchiKMH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/mlsp/BriggsHRELCHHBFINTFTNNHRMDVMDCHLM13, author = {Forrest Briggs and Yonghong Huang and Raviv Raich and Konstantinos Eftaxias and Zhong Lei and William Cukierski and Sarah Frey Hadley and Adam Hadley and Matthew Betts and Xiaoli Z. Fern and Jed Irvine and Lawrence Neal and Anil Thomas and G{\'{a}}bor Fodor and Grigorios Tsoumakas and Hong Wei Ng and Thi Ngoc Tho Nguyen and Heikki Huttunen and Pekka Ruusuvuori and Tapio Manninen and Aleksandr Diment and Tuomas Virtanen and Julien Marzat and Joseph Defretin and Dave Callender and Chris Hurlburt and Ken Larrey and Maxim Milakov}, title = {The 9th annual {MLSP} competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/MLSP.2013.6661934}, doi = {10.1109/MLSP.2013.6661934}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsp/BriggsHRELCHHBFINTFTNNHRMDVMDCHLM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/mlsp/HuttunenMT13, author = {Heikki Huttunen and Tapio Manninen and Jussi Tohka}, title = {Bayesian error estimation and model selection in sparse logistic regression}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2013, Southampton, United Kingdom, September 22-25, 2013}, pages = {1--6}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/MLSP.2013.6661987}, doi = {10.1109/MLSP.2013.6661987}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/HuttunenMT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/apsipa/KikuchiHHYMS12, author = {Hisakazu Kikuchi and Heikki Huttunen and Junghyeun Hwang and Masahiro Yukawa and Shogo Muramatsu and Jaeho Shin}, title = {Color-tone similarity on digital images}, booktitle = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, {APSIPA} 2012, Hollywood, CA, USA, December 3-6, 2012}, pages = {1--4}, publisher = {{IEEE}}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6411960/}, timestamp = {Sun, 08 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/apsipa/KikuchiHHYMS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/HuttunenOSRV12, author = {Heikki Huttunen and Hannu Oinonen and Jyrki Selinummi and Pekka Ruusuvuori and Ville Voipio}, title = {Polynomial pulp fiber modeling}, booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO} 2012, Bucharest, Romania, August 27-31, 2012}, pages = {2099--2103}, publisher = {{IEEE}}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6334161/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/HuttunenOSRV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/RuusuvuoriMH12, author = {Pekka Ruusuvuori and Tapio Manninen and Heikki Huttunen}, title = {Image segmentation using sparse logistic regression with spatial prior}, booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO} 2012, Bucharest, Romania, August 27-31, 2012}, pages = {2253--2257}, publisher = {{IEEE}}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6334177/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/RuusuvuoriMH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/mlsp/HuttunenERM12, author = {Heikki Huttunen and Timo Erkkil{\"{a}} and Pekka Ruusuvuori and Tapio Manninen}, title = {The eighth annual {MLSP} competition: Second place team}, booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2012, Santander, Spain, September 23-26, 2012}, pages = {1--2}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/MLSP.2012.6349770}, doi = {10.1109/MLSP.2012.6349770}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/mlsp/HuttunenERM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/bioinformatics/MakelaHKYR11, author = {Jarno M{\"{a}}kel{\"{a}} and Heikki Huttunen and Meenakshisundaram Kandhavelu and Olli Yli{-}Harja and Andre S. Ribeiro}, title = {Automatic detection of changes in the dynamics of delayed stochastic gene networks and \emph{in vivo} production of {RNA} molecules in \emph{Escherichia coli}}, journal = {Bioinform.}, volume = {27}, number = {19}, pages = {2714--2720}, year = {2011}, url = {https://doi.org/10.1093/bioinformatics/btr471}, doi = {10.1093/BIOINFORMATICS/BTR471}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/MakelaHKYR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icann/KauppiHKJST11, author = {Jukka{-}Pekka Kauppi and Heikki Huttunen and Heikki Korkala and Iiro P. J{\"{a}}{\"{a}}skel{\"{a}}inen and Mikko Sams and Jussi Tohka}, editor = {Timo Honkela and Wlodzislaw Duch and Mark A. Girolami and Samuel Kaski}, title = {Face Prediction from fMRI Data during Movie Stimulus: Strategies for Feature Selection}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6792}, pages = {189--196}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21738-8\_25}, doi = {10.1007/978-3-642-21738-8\_25}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/KauppiHKJST11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/scia/ManninenRH11, author = {Tapio Manninen and Risto R{\"{o}}nkk{\"{a}} and Heikki Huttunen}, editor = {Anders Heyden and Fredrik Kahl}, title = {Point Pattern Matching for 2-D Point Sets with Regular Structure}, booktitle = {Image Analysis - 17th Scandinavian Conference, {SCIA} 2011, Ystad, Sweden, May 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6688}, pages = {156--165}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21227-7\_15}, doi = {10.1007/978-3-642-21227-7\_15}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/scia/ManninenRH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/scia/HuttunenRFVK11, author = {Heikki Huttunen and Jari{-}Pekka Ryyn{\"{a}}nen and Heikki Forsvik and Ville Voipio and Hisakazu Kikuchi}, editor = {Anders Heyden and Fredrik Kahl}, title = {Kernel Fisher Discriminant and Elliptic Shape Model for Automatic Measurement of Allergic Reactions}, booktitle = {Image Analysis - 17th Scandinavian Conference, {SCIA} 2011, Ystad, Sweden, May 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6688}, pages = {764--773}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21227-7\_71}, doi = {10.1007/978-3-642-21227-7\_71}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/scia/HuttunenRFVK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icip/OinonenFRYVH10, author = {Hannu Oinonen and Heikki Forsvik and Pekka Ruusuvuori and Olli Yli{-}Harja and Ville Voipio and Heikki Huttunen}, title = {Identity verification based on vessel matching from fundus images}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2010, September 26-29, Hong Kong, China}, pages = {4089--4092}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/ICIP.2010.5650657}, doi = {10.1109/ICIP.2010.5650657}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/OinonenFRYVH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/RuusuvuoriLSRHY08, author = {Pekka Ruusuvuori and Antti Lehmussola and Jyrki Selinummi and Tiina Rajala and Heikki Huttunen and Olli Yli{-}Harja}, title = {Benchmark set of synthetic images for validating cell image analysis algorithms}, booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne, Switzerland, August 25-29, 2008}, pages = {1--5}, publisher = {{IEEE}}, year = {2008}, url = {https://ieeexplore.ieee.org/document/7080746/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/RuusuvuoriLSRHY08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icip/HuttunenRMRRV08, author = {Heikki Huttunen and Pekka Ruusuvuori and Tapio Manninen and Kalle Rutanen and Risto R{\"{o}}nkk{\"{a}} and Ari Visa}, title = {Object detection for dynamic adaptation of interconnections in inkjet printed electronics}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2008, October 12-15, 2008, San Diego, California, {USA}}, pages = {2364--2367}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ICIP.2008.4712267}, doi = {10.1109/ICIP.2008.4712267}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/HuttunenRMRRV08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/tmi/LehmussolaRSHY07, author = {Antti Lehmussola and Pekka Ruusuvuori and Jyrki Selinummi and Heikki Huttunen and Olli Yli{-}Harja}, title = {Computational Framework for Simulating Fluorescence Microscope Images With Cell Populations}, journal = {{IEEE} Trans. Medical Imaging}, volume = {26}, number = {7}, pages = {1010--1016}, year = {2007}, url = {https://doi.org/10.1109/TMI.2007.896925}, doi = {10.1109/TMI.2007.896925}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/LehmussolaRSHY07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/embc/SelinummiRLHYM06, author = {Jyrki Selinummi and Pekka Ruusuvuori and Antti Lehmussola and Heikki Huttunen and Olli Yli{-}Harja and Riitta Miettinen}, title = {Three-Dimensional Digital Image Analysis of Immunostained Neurons in Thick Tissue Sections}, booktitle = {28th International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume}, pages = {4783--4786}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/IEMBS.2006.259419}, doi = {10.1109/IEMBS.2006.259419}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/SelinummiRLHYM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ipas/Huttunen06, author = {Heikki Huttunen}, editor = {Edward R. Dougherty and Jaakko Astola and Karen O. Egiazarian}, title = {Skewness correction in automatic license plate recognition}, booktitle = {Image Processing: Algorithms and Systems IV, San Jose, California, USA, January 17, 2006}, series = {{SPIE} Proceedings}, volume = {5672}, pages = {130--138}, publisher = {{SPIE}}, year = {2006}, url = {https://doi.org/10.1117/12.586170}, doi = {10.1117/12.586170}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipas/Huttunen06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ipas/UzunovGHEA06, author = {Vladislav Uzunov and Atanas P. Gotchev and Heikki Huttunen and Karen O. Egiazarian and Jaakko Astola}, editor = {Edward R. Dougherty and Jaakko Astola and Karen O. Egiazarian}, title = {Character recognition by best anisotropic local bases and neural networks}, booktitle = {Image Processing: Algorithms and Systems IV, San Jose, California, USA, January 17, 2006}, series = {{SPIE} Proceedings}, volume = {5672}, pages = {151--160}, publisher = {{SPIE}}, year = {2006}, url = {https://doi.org/10.1117/12.587543}, doi = {10.1117/12.587543}, timestamp = {Sun, 04 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipas/UzunovGHEA06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ipas/HirvonenHL06, author = {Petri Hirvonen and Heikki Huttunen and Maija Lappi}, editor = {Edward R. Dougherty and Jaakko Astola and Karen O. Egiazarian}, title = {Estimating the distribution of particle dimensions from electron microscope images}, booktitle = {Image Processing: Algorithms and Systems IV, San Jose, California, USA, January 17, 2006}, series = {{SPIE} Proceedings}, volume = {5672}, pages = {248--256}, publisher = {{SPIE}}, year = {2006}, url = {https://doi.org/10.1117/12.587487}, doi = {10.1117/12.587487}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipas/HirvonenHL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/bmcbi/AhdesmakiLPHY05, author = {Miika Ahdesm{\"{a}}ki and Harri L{\"{a}}hdesm{\"{a}}ki and Ronald K. Pearson and Heikki Huttunen and Olli Yli{-}Harja}, title = {Robust detection of periodic time series measured from biological systems}, journal = {{BMC} Bioinform.}, volume = {6}, pages = {117}, year = {2005}, url = {https://doi.org/10.1186/1471-2105-6-117}, doi = {10.1186/1471-2105-6-117}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/AhdesmakiLPHY05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/sigpro/LahdesmakiHALNKPY03, author = {Harri L{\"{a}}hdesm{\"{a}}ki and Heikki Huttunen and Tommi Aho and Marja{-}Leena Linne and Jari Niemi and Juha Kesseli and Ronald K. Pearson and Olli Yli{-}Harja}, title = {Estimation and inversion of the effects of cell population asynchrony in gene expression time-series}, journal = {Signal Process.}, volume = {83}, number = {4}, pages = {835--858}, year = {2003}, url = {https://doi.org/10.1016/S0165-1684(02)00471-1}, doi = {10.1016/S0165-1684(02)00471-1}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/LahdesmakiHALNKPY03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ipas/HuttunenKNY03, author = {Heikki Huttunen and Pertti T. Koivisto and Antti Niemist{\"{o}} and Olli Yli{-}Harja}, editor = {Edward R. Dougherty and Jaakko Astola and Karen O. Egiazarian}, title = {Statistical characterization of detail preservation}, booktitle = {Image Processing: Algorithms and Systems II, Santa Clara, California, USA, January 20, 2003}, series = {{SPIE} Proceedings}, volume = {5014}, pages = {66--77}, publisher = {{SPIE}}, year = {2003}, url = {https://doi.org/10.1117/12.477754}, doi = {10.1117/12.477754}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipas/HuttunenKNY03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/sdm/PearsonLHY03, author = {Ronald K. Pearson and Harri L{\"{a}}hdesm{\"{a}}ki and Heikki Huttunen and Olli Yli{-}Harja}, editor = {Daniel Barbar{\'{a}} and Chandrika Kamath}, title = {Detecting Periodicity in Nonideal Datasets}, booktitle = {Proceedings of the Third {SIAM} International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003}, pages = {274--278}, publisher = {{SIAM}}, year = {2003}, url = {https://doi.org/10.1137/1.9781611972733.29}, doi = {10.1137/1.9781611972733.29}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/PearsonLHY03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/ipas/MarjanenIHY02, author = {Kalle Marjanen and Heimo Ihalainen and Heikki Huttunen and Olli Yli{-}Harja}, editor = {Edward R. Dougherty and Jaakko Astola and Karen O. Egiazarian}, title = {Local entropy estimation in particle velocity images using histogram deconvolution}, booktitle = {Image Processing: Algorithms and Systems, San Jose, California, USA, January 19, 2002}, series = {{SPIE} Proceedings}, volume = {4667}, pages = {429--439}, publisher = {{SPIE}}, year = {2002}, url = {https://doi.org/10.1117/12.468005}, doi = {10.1117/12.468005}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipas/MarjanenIHY02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/iscas/EgiazarianSAH02, author = {Karen O. Egiazarian and Radomir S. Stankovic and Jaakko Astola and Heikki Huttunen}, title = {Using a spectral technique, genetic algorithms and decision diagrams for finding unconditional table tests}, booktitle = {Proceedings of the 2002 International Symposium on Circuits and Systems, {ISCAS} 2002, Scottsdale, Arizona, USA, May 26-29, 2002}, pages = {528--531}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/ISCAS.2002.1010509}, doi = {10.1109/ISCAS.2002.1010509}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/iscas/EgiazarianSAH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/isspa/KoivistoH01, author = {Pertti Koivisto and Heikki Huttunen}, title = {Design of weighted order statistic filters by training-based optimization}, booktitle = {Proceedings of the Sixth International Symposium on Signal Processing and its Applications, {ISSPA} 2001, August 13-16 2001, Shmgri-La Hotel, Kuala Lumpur, Malaysia}, pages = {40--43}, publisher = {{IEEE}}, year = {2001}, url = {https://doi.org/10.1109/ISSPA.2001.949770}, doi = {10.1109/ISSPA.2001.949770}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/isspa/KoivistoH01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/eusipco/HuttunenBK00, author = {Heikki Huttunen and Charles Boncelet and Pauli Kuosmanen}, title = {Using permutations to hide information}, booktitle = {10th European Signal Processing Conference, {EUSIPCO} 2000, Tampere, Finland, September 4-8, 2000}, pages = {1--4}, publisher = {{IEEE}}, year = {2000}, url = {https://ieeexplore.ieee.org/document/7075768/}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/HuttunenBK00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/einip/LukinMCZAKH99, author = {Vladimir V. Lukin and Vladimir P. Melnik and Victor I. Chemerovsky and Alexander A. Zelensky and Jaakko T. Astola and Pauli Kuosmanen and Heikki Huttunen}, editor = {Edward R. Dougherty and Jaakko T. Astola}, title = {Property analysis of noise-suppressing L-filters for speckle image processing}, booktitle = {Nonlinear Image Processing X, Electronic Imaging, San Jose, CA, United States, 23-29 January 1999}, series = {{SPIE} Proceedings}, volume = {3646}, publisher = {{SPIE}}, year = {1999}, url = {https://doi.org/10.1117/12.341083}, doi = {10.1117/12.341083}, timestamp = {Thu, 16 Aug 2018 10:23:35 +0200}, biburl = {https://dblp.org/rec/conf/einip/LukinMCZAKH99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/icip/HuttunenK99, author = {Heikki Huttunen and Pertti Koivisto}, title = {Training Based Optimization of Weighted Order Statistic Filters Under Breakdown Criteria}, booktitle = {Proceedings of the 1999 International Conference on Image Processing, {ICIP} '99, Kobe, Japan, October 24-28, 1999}, pages = {172--176}, publisher = {{IEEE}}, year = {1999}, url = {https://doi.org/10.1109/ICIP.1999.819572}, doi = {10.1109/ICIP.1999.819572}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/HuttunenK99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/nsip/HuttunenTRK99, author = {Heikki Huttunen and Marius Tico and Corneliu Rusu and Pauli Kuosmanen}, editor = {A. 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Namazi}, title = {Complexity Aspects of Recursive and Nonrecursive Soft Morphological Filters}, booktitle = {Signal and Image Processing (SIP), Proceedings of the {IASTED} International Conferences, October 18-21, 1999, Nassau, The Bahamas}, pages = {225--229}, publisher = {{IASTED/ACTA} Press}, year = {1999}, timestamp = {Tue, 13 May 2003 09:07:17 +0200}, biburl = {https://dblp.org/rec/conf/sip/KoivistoH99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/nmbia/HuttunenK98, author = {Heikki Huttunen and Pauli Kuosmanen}, editor = {Stephen Marshall and Neal R. Harvey and Druti Shah}, title = {{RCRS} Filters for Digital Image Sequences}, booktitle = {Noblesse Workshop on Non-Linear Model Based Image Analysis, {NMBIA} 1998, 1.3 July 1998, Glasgow, {UK}}, pages = {71--76}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/978-1-4471-1597-7\_11}, doi = {10.1007/978-1-4471-1597-7\_11}, timestamp = {Wed, 26 Jun 2019 10:10:41 +0200}, biburl = {https://dblp.org/rec/conf/nmbia/HuttunenK98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/jei/MelnikLZHA97, author = {Vladimir P. Melnik and Vladimir V. Lukin and Alexander A. Zelensky and Heikki Huttunen and Jaakko Astola}, title = {Nonlinear locally adaptive and iterative algorithms of image restoration}, journal = {J. 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Signal Process.}, volume = {44}, number = {9}, pages = {2350}, year = {1996}, url = {https://doi.org/10.1109/78.536693}, doi = {10.1109/78.536693}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/KoivistoKHA96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/einip/HuttunenKA96, author = {Heikki Huttunen and Pauli Kuosmanen and Jaakko T. Astola}, editor = {Edward R. Dougherty and Jaakko T. Astola and Harold G. Longbotham}, title = {Optimal {RASF} filtering}, booktitle = {Nonlinear Image Processing VII, Electronic Imaging: Science and Technology, San Jose, CA, USA, 28 January - 2 February 1996}, series = {{SPIE} Proceedings}, volume = {2662}, pages = {0000}, publisher = {{SPIE}}, year = {1996}, url = {https://doi.org/10.1117/12.235827}, doi = {10.1117/12.235827}, timestamp = {Fri, 21 Sep 2018 10:04:22 +0200}, biburl = {https://dblp.org/rec/conf/einip/HuttunenKA96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @inproceedings{DBLP:conf/einip/KoivistoHKA96, author = {Pertti T. Koivisto and Heikki Huttunen and Pauli Kuosmanen and Jaakko T. Astola}, editor = {Edward R. Dougherty and Jaakko T. Astola and Harold G. Longbotham}, title = {Signal quantization and the optimization of digital filters}, booktitle = {Nonlinear Image Processing VII, Electronic Imaging: Science and Technology, San Jose, CA, USA, 28 January - 2 February 1996}, series = {{SPIE} Proceedings}, volume = {2662}, pages = {0000}, publisher = {{SPIE}}, year = {1996}, url = {https://doi.org/10.1117/12.235817}, doi = {10.1117/12.235817}, timestamp = {Fri, 21 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/einip/KoivistoHKA96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{DBLP:journals/jmiv/KuosmanenKHA95, author = {Pauli Kuosmanen and Pertti Koivisto and Heikki Huttunen and Jaakko Astola}, title = {Shape preservation criteria and optimal soft morphological filtering}, journal = {J. Math. 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