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ORCID6th ICPRAM 2017: Porto, Portugal
- Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred:
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017, Porto, Portugal, February 24-26, 2017. SciTePress 2017, ISBN 978-989-758-222-6
Invited Speakers
Keynote Speakers
- Isabel Trancoso:
Speech Technologies: Reaching Maturity? ICPRAM 2017: 5 - Vittorio Murino:
Re-identification: State of the Art and Current Trends. ICPRAM 2017: 7-8 - Lale Akarun:
The Next Grand Challenge in Computer Vision: From Gesture Recognition to Sign Language Recognition. ICPRAM 2017: 9 - Antonio Torralba:
Learning to See by Hearing. ICPRAM 2017: 11
Papers
Full Papers
- Yehezkel S. Resheff, Daphna Weinshall:
Optimized Linear Imputation. 17-25 - Niels Ole Salscheider, Eike Rehder, Martin Lauer
:
Analysis of Regionlets for Pedestrian Detection. 26-32 - Dazhi Zhan, Weili Li, Zhihui Xiong, Mi Wang, Maojun Zhang:
PSF Smooth Method based on Simple Lens Imaging. 33-38 - Ramón Rueda Delgado, Manuel P. Cuéllar, Miguel Delgado, Maria del Carmen Pegalajar:
Preliminary Evaluation of Symbolic Regression Methods for Energy Consumption Modelling. 39-49 - Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization. 50-60 - Tetsuya Kataoka, Eimi Shiotsuki, Akihiro Inokuchi:
Mapping Distance Graph Kernels using Bipartite Matching. 61-70 - Telmo J. P. Pires, Mário A. T. Figueiredo:
Shape-based Trajectory Clustering. 71-81 - Shengkun Xie, Anna T. Lawniczak, Zizhen Wang:
Spatially Constrained Clustering to Define Geographical Rating Territories. 82-88 - Xiaoyi Chen, Régis Lengellé:
Domain Adaptation Transfer Learning by SVM Subject to a Maximum-Mean-Discrepancy-like Constraint. 89-95 - Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan:
Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor. 96-104 - Seiya Satoh, Ryohei Nakano:
How New Information Criteria WAIC and WBIC Worked for MLP Model Selection. 105-111 - Hany Ferdinando, Tapio Seppänen, Esko Alasaarela:
Enhancing Emotion Recognition from ECG Signals using Supervised Dimensionality Reduction. 112-118 - Jintao Du, Huafei Zheng, Wen Chan, Xiangdong Zhou:
Opinion Retrieval from Product Review by Exploiting Review Helpfulness. ICPRAM 2017: 119-127 - Mokhtar Taffar, Serge Miguet:
Face Class Modeling based on Local Appearance for Recognition. 128-137 - Keegan Kang, Giles Hooker:
Random Projections with Control Variates. 138-147 - Mayank Golhar, Yuji Iwahori, Manas Kamal Bhuyan, Kenji Funahashi, Kunio Kasugai:
A Robust Method for Blood Vessel Extraction in Endoscopic Images with SVM-based Scene Classification. 148-156 - Kaito Oka, Masaki Igarashi, Atsushi Shimada, Rin-Ichiro Taniguchi:
Extracting Latent Behavior Patterns of People from Probe Request Data: A Non-negative Tensor Factorization Approach. 157-164 - Purvi A. Koringa, Suman K. Mitra:
Orthogonal Neighborhood Preserving Projection using L1-norm Minimization. 165-172 - Ammar Al Abd Alazeez, Sabah Jassim, Hongbo Du:
EINCKM: An Enhanced Prototype-based Method for Clustering Evolving Data Streams in Big Data. 173-183 - Giuseppe Placidi, Luigi Cinque, Andrea Petracca, Matteo Polsinelli, Matteo Spezialetti:
A Virtual Glove System for the Hand Rehabilitation based on Two Orthogonal LEAP Motion Controllers. 184-192 - Insaf Setitra, Zineb Hadjadj, Abdelkrim Meziane:
A Tracking Approach for Text Line Segmentation in Handwritten Documents. 193-198 - Dijana Petrovska-Delacrétaz, Houssemeddine Khemiri:
Unsupervised Data-driven Hidden Markov Modeling for Text-dependent Speaker Verification. 199-207 - Ryoma Yataka, Kazuhiro Fukui:
Three-dimensional Object Recognition via Subspace Representation on a Grassmann Manifold. 208-216 - Sarah Ahmed, Tayyaba Azim:
Compression Techniques for Deep Fisher Vectors. 217-224 - Masaki Igarashi, Atsushi Shimada, Kaito Oka, Rin-Ichiro Taniguchi:
Analysis of Wi-Fi-based and Perceptual Congestion. 225-232 - Esteban García-Cuesta, Daniel Gómez-Vergel, Luis Gracia Expósito, María Vela-Pérez:
Prediction of User Opinion for Products - A Bag-of-Words and Collaborative Filtering based Approach. 233-238 - Weam M. Binjumah, Alexey Redyuk, Rod Adams, Neil Davey, Yi Sun:
Error Correction over Optical Transmission. 239-248 - Tim Dittmar, Claudia Krull, Graham Horton:
Evaluating a New Conversive Hidden non-Markovian Model Approach for Online Movement Trajectory Verification. 249-258 - Zheheng Jiang, Danny Crookes, Brian Desmond Green, Shengping Zhang, Huiyu Zhou:
Behavior Recognition in Mouse Videos using Contextual Features Encoded by Spatial-temporal Stacked Fisher Vectors. 259-269
Short Papers
- Vahid Rezaei Tabar:
A Simple Node Ordering Method for the K2 Algorithm based on the Factor Analysis. 273-280 - Julia Richter, Christian Wiede, Bharat Shinde, Gangolf Hirtz:
Motion Error Classification for Assisted Physical Therapy - A Novel Approach using Incremental Dynamic Time Warping and Normalised Hierarchical Skeleton Joint Data. 281-288 - Sangwook Baek, Sanghun Lee, Euisun Choi, Yoonkil Baek, Chulhee Lee:
Banknote Simulator for Aging and Soiling Banknotes using Gaussian Models and Perlin Noise. 289-292 - Helene Dörksen, Volker Lohweg:
Margin-based Refinement for Support-Vector-Machine Classification. 293-300 - Mi Wang, Huaxin Xiao, Yu Liu, Wei Xu, Maojun Zhang:
A Simplified Low Rank and Sparse Model for Visual Tracking. 301-308 - Roy B. Ofer, Adi Eldar, Adi Shalev, Yehezkel S. Resheff:
Algorithms for Telemetry Data Mining using Discrete Attributes. 309-317 - Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí:
Synthetic Data Generation for Deep Learning in Counting Pedestrians. 318-323 - Zikun Liu, Liu Yuan, Lubin Weng, Yiping Yang:
A High Resolution Optical Satellite Image Dataset for Ship Recognition and Some New Baselines. 324-331 - Lorraine Marques Alves, Romulo Almeida Cotta, Patrick Marques Ciarelli:
Identification of Types of Corrosion through Electrochemical Noise using Machine Learning Techniques. 332-340 - Chengming Zou, Pei Wu, Zeqian Xu:
Research on Seamless Image Stitching based on Depth Map. 341-350 - Fabian Witter, Timo Klerx, Artus Krohn-Grimberghe:
An Interval Distribution Analysis for RTI+. 351-358 - Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf:
Linear Discriminant Analysis based on Fast Approximate SVD. 359-365 - Klaus Prätel:
New Features for the Recognition of German-Kurrent-Handwriting with HMM-based Offline Systems. 366-371 - Sergiu Ovidiu-Oprea, Pablo Gil, Damian Mira, Beatriz Alacid:
Candidate Oil Spill Detection in SLAR Data - A Recurrent Neural Network-based Approach. 372-377 - Tieta Putri, Ramakrishnan Mukundan, Kourosh Neshatian:
Artistic Style Characterization of Vincent Van Gogh s Paintings using Extracted Features from Visible Brush Strokes. 378-385 - Olaf Flak, Cong Yang, Marcin Grzegorzek:
Action Sequence Matching of Team Managers. 386-393 - Frédéric Li, Lukas Köping, Sebastian Schmitz, Marcin Grzegorzek:
Real-Time Gesture Recognition using a Particle Filtering Approach. 394-401 - Yuji Iwahori, Hiroaki Hagi, Hiroyasu Usami, Robert J. Woodham, Aili Wang, Manas Kamal Bhuyan, Kunio Kasugai:
Automatic Polyp Detection from Endoscope Image using Likelihood Map based on Edge Information. 402-409 - Ivan Mitzev, Nicolas H. Younan:
Concatenated Decision Paths Classification for Datasets with Small Number of Class Labels. 410-417 - Mukesh M. Goswami, Suman K. Mitra:
High Level Shape Representation in Printed Gujarati Character. 418-425 - Junlei Ma, Dianle Zhou, Chen Chen, Wei Wang:
Joint Depth and Alpha Matte Optimization via Stereo. 426-433 - Laercio R. Silva Junior, Fabio Henrique Goncalves Cesar, Fabio Theoto Rocha, Carlos E. Thomaz:
EEG and Eye Movement Maps of Chess Players. 434-441 - Damian Mira, Pablo Gil, Beatriz Alacid, Fernando Torres:
Oil Spill Detection using Segmentation based Approaches. 442-447 - Martijn Wagenaar, Emmanuel Okafor, Wouter Frencken, Marco A. Wiering:
Using Deep Convolutional Neural Networks to Predict Goal-scoring Opportunities in Soccer. 448-455 - Marta Bautista-Durán, Joaquín García-Gómez, Roberto Gil-Pita, Héctor A. Sánchez-Hevia, Inma Mohino-Herranz, Manuel Rosa-Zurera:
Acoustic Detection of Violence in Real and Fictional Environments. 456-462 - Afonso Eduardo, Helena Aidos, Ana L. N. Fred:
ECG-based Biometrics using a Deep Autoencoder for Feature Learning - An Empirical Study on Transferability. 463-470 - Wessel Stoop, Iris Hendrickx, Tom van Ees:
PaperClip: Automated Dossier Reorganizing. 471-478 - Pornntiwa Pawara, Emmanuel Okafor, Olarik Surinta, Lambert Schomaker, Marco A. Wiering:
Comparing Local Descriptors and Bags of Visual Words to Deep Convolutional Neural Networks for Plant Recognition. 479-486 - Guangming Lu, Xu Liang, Bing Xie:
Light Intensity Automatic Adjustment Technology and Its Application in Palmprint Recognition System. ICPRAM 2017: 487-492 - Yerzhan Kerimbekov, Hasan Sakir Bilge:
Lorentzian Distance Classifier for Multiple Features. 493-501 - Kent Munthe Caspersen, Martin Bjeldbak Madsen, Andreas Berre Eriksen, Bo Thiesson:
A Hierarchical Tree Distance Measure for Classification. 502-509 - Giuseppe Placidi, Luigi Cinque, Andrea Petracca, Matteo Polsinelli, Matteo Spezialetti:
Iterative Adaptive Sparse Sampling Method for Magnetic Resonance Imaging. 510-518 - Abhinaba Roy, Biplab Banerjee, Vittorio Murino:
A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos. 519-526 - Naoto Ienaga, Yuko Ozasa, Hideo Saito:
Eating and Drinking Recognition via Integrated Information of Head Directions and Joint Positions in a Group. 527-533 - Dror Lederman:
Computer-Aided Diagnosis for Endotracheal Intubation Confirmation using Video-image Classification. 534-540 - Garima Joshi, Renu Vig, Sukhwinder Singh:
CFS- InfoGain based Combined Shape-based Feature Vector for Signer Independent ISL Database. 541-548 - José Antonio Pérez-Carrasco, Begoña Acha, Cristina Suárez-Mejías, Carmen Serrano:
Segmentation of Bone Structures by Removal of Skin and using a Convex Relaxation Technique. 549-556 - Morteza Babaie, Hamid R. Tizhoosh, Shujin Zhu, Mohammad Ebrahim Shiri:
Retrieving Similar X-ray Images from Big Image Data using Radon Barcodes with Single Projections. 557-566 - Daniele Liciotti, Emanuele Frontoni, Primo Zingaretti, Nicola Bellotto, Tom Duckett:
HMM-based Activity Recognition with a Ceiling RGB-D Camera. 567-574 - Ricardo Moraes Muniz da Silva, Mauricio Kugler, Taizo Umezaki:
The Impact of Memory Dependency on Precision Forecast - An Analysis on Different Types of Time Series Databases. 575-582 - Muhammad Habib Mahmood, Pere Ridao Rodriguez:
Localization and Mapping of Cheap Educational Robot with Low Bandwidth Noisy IR Sensors. 583-590 - B. S. Harish, S. V. Aruna Kumar, Francesco Masulli, Stefano Rovetta:
Adaptive Initialization of Cluster Centers using Ant Colony Optimization: Application to Medical Images. 591-598 - Adib Akl, Charles Yaacoub:
A Tensor-based Technique for Structure-aware Image Inpainting. 599-605 - Lin Meng:
Recognition of Oracle Bone Inscriptions by Extracting Line Features on Image Processing. 606-611 - Sajjad Dadkhah, Mario Köppen, Hamid Abdullah Jalab, Somayeh Sadeghi, Azizah Abdul Manaf, Diaa M. Uliyan:
Electromagnetismlike Mechanism Descriptor with Fourier Transform for a Passive Copy-move Forgery Detection in Digital Image Forensics. 612-619 - Obaid Ur Rehman, Natasa Zivic:
Discrete Wavelet Transform based Watermarking for Image Content Authentication. 620-625 - Christian Fuchs, Dietrich Paulus:
Perspectively Correct Construction of Virtual Views. 626-632 - Tingting Zhang, Zhichun Mu, Yihang Li, Qing Liu, Yi Zhang:
3D Face and Ear Recognition based on Partial MARS Map. 633-637 - Niharika Gauraha, Tatyana Pavlenko, Swapan K. Parui:
Post Lasso Stability Selection for High Dimensional Linear Models. 638-646 - Mohamed Nait Meziane, Abdenour Hacine-Gharbi, Philippe Ravier, Guy Lamarque, Jean-Charles Le Bunetel, Yves Raingeaud:
Electrical Appliances Identification and Clustering using Novel Turn-on Transient Features. 647-654 - Upul Senanayake, Arcot Sowmya, Laughlin Dawes, Nicole A. Kochan, Wei Wen, Perminder S. Sachdev:
Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes. 655-662 - B. M. Thamali Lekamge, Arcot Sowmya, Janet Newman:
Prediction of Protein X-ray Crystallisation Trial Image Time-courses. 663-668 - Maiya Hori, Tatsuro Harada, Rin-Ichiro Taniguchi:
Anomaly Detection for an Elderly Person Watching System using Multiple Power Consumption Models. 669-675 - Shigeru Takano, Maiya Hori, Takayuki Goto, Seiichi Uchida, Ryo Kurazume, Rin-Ichiro Taniguchi:
Deep Learning-based Prediction Method for People Flows and Their Anomalies. 676-683 - Paavo Nevalainen, Ivan Jambor, Jonne Pohjankukka, Jukka Heikkonen, Tapio Pahikkala:
Triangular Curvature Approximation of Surfaces - Filtering the Spurious Mode. 684-692 - Maruf A. Dhali, Sheng He, Mladen Popovic, Eibert Tigchelaar, Lambert Schomaker:
A Digital Palaeographic Approach towards Writer Identification in the Dead Sea Scrolls. 693-702 - Afra'a Ahmad Alyosef, Andreas Nürnberger:
The Effect of SIFT Features Properties in Descriptors Matching for Near-duplicate Retrieval Tasks. 703-710 - Abdenour Hacine-Gharbi, Philippe Ravier, François Némo:
Local and Global Feature Selection for Prosodic Classification of the Word's Uses. 711-717 - Lorraine Marques Alves, Romulo Almeida Cotta, Adilson Ribeiro Prado, Patrick Marques Ciarelli:
Identification of Corrosive Substances through Electrochemical Noise using Wavelet and Recurrence Quantification Analysis. 718-723 - Antonio L. Alfeo, Mario G. C. A. Cimino, Gigliola Vaglini:
Measuring Physical Activity of Older Adults via Smartwatch and Stigmergic Receptive Fields. 724-730 - Mario G. C. A. Cimino, Federico Galatolo, Alessandro Lazzeri, Witold Pedrycz, Gigliola Vaglini:
Spikiness Assessment of Term Occurrences in Microblogs: An Approach based on Computational Stigmergy. 731-737 - Saman Bashbaghi, Eric Granger, Robert Sabourin, Guillaume-Alexandre Bilodeau:
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation. 738-745 - Juan Raphael Diaz Simões, Paul Bourgine, Denis Grebenkov, Nadine Peyriéras:
Cell Trajectory Clustering: Towards the Automated Identification of Morphogenetic Fields in Animal Embryogenesis. 746-752 - Jingying Chen, Mulan Zhang, Xianglong Xue, Ruyi Xu, Kun Zhang:
An Action Unit based Hierarchical Random Forest Model to Facial Expression Recognition. 753-760 - Minh-Son Dao, Duc-Tien Dang-Nguyen, Michael Riegler, Cathal Gurrin:
Smart Lifelogging: Recognizing Human Activities using PHASOR. 761-768
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