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Andrew W. Senior
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- affiliation: Google Research
- affiliation: IBM T. J. Watson Research Center
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2020 – today
- 2023
- [j19]Thea Sommerschield, Yannis M. Assael, John Pavlopoulos, Vanessa Stefanak, Andrew W. Senior, Chris Dyer, John Bodel, Jonathan Prag, Ion Androutsopoulos, Nando de Freitas:
Machine Learning for Ancient Languages: A Survey. Comput. Linguistics 49(3): 703-747 (2023) - [i10]Johannes Bausch, Andrew W. Senior, Francisco J. H. Heras, Thomas Edlich, Alex Davies, Michael Newman, Cody Jones, Kevin J. Satzinger, Murphy Yuezhen Niu, Sam Blackwell, George Holland, Dvir Kafri, Juan Atalaya, Craig Gidney, Demis Hassabis, Sergio Boixo, Hartmut Neven, Pushmeet Kohli:
Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network. CoRR abs/2310.05900 (2023) - 2022
- [j18]Triantafyllos Afouras, Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman:
Deep Audio-Visual Speech Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8717-8727 (2022) - 2021
- [i9]Dan Rosenbaum, Marta Garnelo, Michal Zielinski, Charlie Beattie, Ellen Clancy, Andrea Huber, Pushmeet Kohli, Andrew W. Senior, John Jumper, Carl Doersch, S. M. Ali Eslami, Olaf Ronneberger, Jonas Adler:
Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs. CoRR abs/2106.14108 (2021) - 2020
- [j17]Andrew W. Senior, Richard Evans, John Jumper, James Kirkpatrick, Laurent Sifre, Tim Green, Chongli Qin, Augustin Zídek, Alexander W. R. Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen, Karen Simonyan, Steve Crossan, Pushmeet Kohli, David T. Jones, David Silver, Koray Kavukcuoglu, Demis Hassabis:
Improved protein structure prediction using potentials from deep learning. Nat. 577(7792): 706-710 (2020)
2010 – 2019
- 2019
- [c64]Brendan Shillingford, Yannis M. Assael, Matthew W. Hoffman, Thomas Paine, Cían Hughes, Utsav Prabhu, Hank Liao, Hasim Sak, Kanishka Rao, Lorrayne Bennett, Marie Mulville, Misha Denil, Ben Coppin, Ben Laurie, Andrew W. Senior, Nando de Freitas:
Large-Scale Visual Speech Recognition. INTERSPEECH 2019: 4135-4139 - 2018
- [i8]Brendan Shillingford, Yannis M. Assael, Matthew W. Hoffman, Thomas Paine, Cían Hughes, Utsav Prabhu, Hank Liao, Hasim Sak, Kanishka Rao, Lorrayne Bennett, Marie Mulville, Ben Coppin, Ben Laurie, Andrew W. Senior, Nando de Freitas:
Large-Scale Visual Speech Recognition. CoRR abs/1807.05162 (2018) - [i7]Triantafyllos Afouras, Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman:
Deep Audio-Visual Speech Recognition. CoRR abs/1809.02108 (2018) - 2017
- [j16]Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim:
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(5): 965-979 (2017) - [c63]Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman:
Lip Reading Sentences in the Wild. CVPR 2017: 3444-3453 - [p4]Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim:
Raw Multichannel Processing Using Deep Neural Networks. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 105-133 - 2016
- [c62]Wang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Fumin Wang, Andrew W. Senior:
Latent Predictor Networks for Code Generation. ACL (1) 2016 - [c61]Kanishka Rao, Andrew W. Senior, Hasim Sak:
Flat start training of CD-CTC-SMBR LSTM RNN acoustic models. ICASSP 2016: 5405-5409 - [c60]Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap:
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. NIPS 2016: 3621-3629 - [c59]Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu:
WaveNet: A Generative Model for Raw Audio. SSW 2016: 125 - [i6]Wang Ling, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Andrew W. Senior, Fumin Wang, Phil Blunsom:
Latent Predictor Networks for Code Generation. CoRR abs/1603.06744 (2016) - [i5]Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu:
WaveNet: A Generative Model for Raw Audio. CoRR abs/1609.03499 (2016) - [i4]Jack W. Rae, Jonathan J. Hunt, Tim Harley, Ivo Danihelka, Andrew W. Senior, Greg Wayne, Alex Graves, Timothy P. Lillicrap:
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. CoRR abs/1610.09027 (2016) - [i3]Joon Son Chung, Andrew W. Senior, Oriol Vinyals, Andrew Zisserman:
Lip Reading Sentences in the Wild. CoRR abs/1611.05358 (2016) - 2015
- [j15]Javier Gonzalez-Dominguez, David Eustis, Ignacio López-Moreno, Andrew W. Senior, Françoise Beaufays, Pedro J. Moreno:
A Real-Time End-to-End Multilingual Speech Recognition Architecture. IEEE J. Sel. Top. Signal Process. 9(4): 749-759 (2015) - [j14]Zhen-Hua Ling, Shiyin Kang, Heiga Zen, Andrew W. Senior, Mike Schuster, Xiaojun Qian, Helen M. Meng, Li Deng:
Deep Learning for Acoustic Modeling in Parametric Speech Generation: A systematic review of existing techniques and future trends. IEEE Signal Process. Mag. 32(3): 35-52 (2015) - [c58]Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior:
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU 2015: 30-36 - [c57]Andrew W. Senior, Hasim Sak, Felix de Chaumont Quitry, Tara N. Sainath, Kanishka Rao:
Acoustic modelling with CD-CTC-SMBR LSTM RNNS. ASRU 2015: 604-609 - [c56]Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk:
Learning acoustic frame labeling for speech recognition with recurrent neural networks. ICASSP 2015: 4280-4284 - [c55]Tara N. Sainath, Oriol Vinyals, Andrew W. Senior, Hasim Sak:
Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks. ICASSP 2015: 4580-4584 - [c54]Andrew W. Senior, Hasim Sak, Izhak Shafran:
Context dependent phone models for LSTM RNN acoustic modelling. ICASSP 2015: 4585-4589 - [c53]Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals:
Learning the speech front-end with raw waveform CLDNNs. INTERSPEECH 2015: 1-5 - [c52]Hasim Sak, Andrew W. Senior, Kanishka Rao, Françoise Beaufays:
Fast and accurate recurrent neural network acoustic models for speech recognition. INTERSPEECH 2015: 1468-1472 - [c51]Hank Liao, Golan Pundak, Olivier Siohan, Melissa K. Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew W. Senior, Françoise Beaufays, Michiel Bacchiani:
Large vocabulary automatic speech recognition for children. INTERSPEECH 2015: 1611-1615 - [i2]Hasim Sak, Andrew W. Senior, Kanishka Rao, Françoise Beaufays:
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition. CoRR abs/1507.06947 (2015) - 2014
- [c50]Andrew W. Senior, Ignacio López-Moreno:
Improving DNN speaker independence with I-vector inputs. ICASSP 2014: 225-229 - [c49]Heiga Zen, Andrew W. Senior:
Deep mixture density networks for acoustic modeling in statistical parametric speech synthesis. ICASSP 2014: 3844-3848 - [c48]Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani:
Asynchronous stochastic optimization for sequence training of deep neural networks. ICASSP 2014: 5587-5591 - [c47]Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao:
GMM-free DNN acoustic model training. ICASSP 2014: 5602-5606 - [c46]Andrew W. Senior, Xin Lei:
Fine context, low-rank, softplus deep neural networks for mobile speech recognition. ICASSP 2014: 7644-7648 - [c45]Hasim Sak, Andrew W. Senior, Françoise Beaufays:
Long short-term memory recurrent neural network architectures for large scale acoustic modeling. INTERSPEECH 2014: 338-342 - [c44]Hasim Sak, Oriol Vinyals, Georg Heigold, Andrew W. Senior, Erik McDermott, Rajat Monga, Mark Z. Mao:
Sequence discriminative distributed training of long short-term memory recurrent neural networks. INTERSPEECH 2014: 1209-1213 - [c43]Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani:
Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. INTERSPEECH 2014: 1224-1228 - [c42]Michiel Bacchiani, Andrew W. Senior, Georg Heigold:
Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. INTERSPEECH 2014: 1900-1904 - [i1]Hasim Sak, Andrew W. Senior, Françoise Beaufays:
Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition. CoRR abs/1402.1128 (2014) - 2013
- [c41]Hank Liao, Erik McDermott, Andrew W. Senior:
Large scale deep neural network acoustic modeling with semi-supervised training data for YouTube video transcription. ASRU 2013: 368-373 - [c40]Matthew D. Zeiler, Marc'Aurelio Ranzato, Rajat Monga, Mark Z. Mao, K. Yang, Quoc Viet Le, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke, Jeffrey Dean, Geoffrey E. Hinton:
On rectified linear units for speech processing. ICASSP 2013: 3517-3521 - [c39]Andrew W. Senior, Georg Heigold, Marc'Aurelio Ranzato, Ke Yang:
An empirical study of learning rates in deep neural networks for speech recognition. ICASSP 2013: 6724-6728 - [c38]Heiga Zen, Andrew W. Senior, Mike Schuster:
Statistical parametric speech synthesis using deep neural networks. ICASSP 2013: 7962-7966 - [c37]Georg Heigold, Vincent Vanhoucke, Andrew W. Senior, Patrick Nguyen, Marc'Aurelio Ranzato, Matthieu Devin, Jeffrey Dean:
Multilingual acoustic models using distributed deep neural networks. ICASSP 2013: 8619-8623 - [c36]Xin Lei, Andrew W. Senior, Alexander Gruenstein, Jeffrey Sorensen:
Accurate and compact large vocabulary speech recognition on mobile devices. INTERSPEECH 2013: 662-665 - 2012
- [j13]Ying-li Tian, Andrew W. Senior, Max Lu:
Robust and efficient foreground analysis in complex surveillance videos. Mach. Vis. Appl. 23(5): 967-983 (2012) - [c35]Andrew W. Senior, Youngmin Cho, Jason Weston:
Learning improved linear transforms for speech recognition. ICASSP 2012: 1957-1960 - [c34]Navdeep Jaitly, Patrick Nguyen, Andrew W. Senior, Vincent Vanhoucke:
Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. INTERSPEECH 2012: 2578-2581 - [c33]Jeffrey Dean, Greg Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc'Aurelio Ranzato, Andrew W. Senior, Paul A. Tucker, Ke Yang, Andrew Y. Ng:
Large Scale Distributed Deep Networks. NIPS 2012: 1232-1240 - 2011
- [c32]Dmitriy Genzel, Ashok C. Popat, Nemanja Spasojevic, Michael Jahr, Andrew W. Senior, Eugene Ie, Frank Yung-Fong Tang:
Translation-Inspired OCR. ICDAR 2011: 1339-1343 - [p3]Andrew W. Senior, Sharathchandra Pankanti:
Privacy Protection and Face Recognition. Handbook of Face Recognition 2011: 671-691 - 2010
- [c31]Andrew W. Senior, Ying-li Tian, Max Lu:
Interactive Motion Analysis for Video Surveillance and Long Term Scene Monitoring. ACCV Workshops (1) 2010: 164-174
2000 – 2009
- 2009
- [j12]Sen-ching Samson Cheung, Deepa Kundur, Andrew W. Senior:
Enhancing Privacy Protection in Multimedia Systems. EURASIP J. Inf. Secur. 2009 (2009) - [p2]Andrew W. Senior:
An Introduction to Automatic Video Surveillance. Protecting Privacy in Video Surveillance 2009: 1-9 - [p1]Andrew W. Senior:
Privacy Protection in a Video Surveillance System. Protecting Privacy in Video Surveillance 2009: 35-47 - [e1]Andrew W. Senior:
Protecting Privacy in Video Surveillance. Springer 2009, ISBN 978-1-84882-300-6 [contents] - 2008
- [j11]Ying-li Tian, Lisa M. Brown, Arun Hampapur, Max Lu, Andrew W. Senior, Chiao-Fe Shu:
IBM smart surveillance system (S3): event based video surveillance system with an open and extensible framework. Mach. Vis. Appl. 19(5-6): 315-327 (2008) - [c30]Andrew W. Senior:
Privacy enablement in a surveillance system. ICIP 2008: 1680-1683 - 2007
- [j10]ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Thomas S. Huang:
Joint face and head tracking inside multi-camera smart rooms. Signal Image Video Process. 1(2): 163-178 (2007) - [c29]Arun Hampapur, Lisa M. Brown, Rogério Schmidt Feris, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian, Yun Zhai, Max Lu:
Searching surveillance video. AVSS 2007: 75-80 - [c28]Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Chiao-Fe Shu, Yun Zhai, Rogério Schmidt Feris, Ying-li Tian, Sergio Borger, Christopher R. Carlson:
Video analytics for retail. AVSS 2007: 423-428 - [c27]Arun Hampapur, Sergio Borger, Lisa M. Brown, Christopher R. Carlson, Jonathan H. Connell, Max Lu, Andrew W. Senior, V. Reddy, Chiao-Fe Shu, Ying-li Tian:
S3: The IBM Smart Surveillance System: From Transactional Systems to Observational Systems. ICASSP (4) 2007: 1385-1388 - 2006
- [j9]Andrew W. Senior, Alejandro Jaimes, Wolfgang Muench:
Presence/Absence: The 2005 ACM Multimedia Interactive Art Exhibition. IEEE Multim. 13(1): 9-11 (2006) - [j8]Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti, Ruud M. Bolle:
Appearance models for occlusion handling. Image Vis. Comput. 24(11): 1233-1243 (2006) - 2005
- [j7]Andrew W. Senior, Sharath Pankanti, Arun Hampapur, Lisa M. Brown, Ying-li Tian, Ahmet Ekin, Jonathan H. Connell, Chiao-Fe Shu, Max Lu:
Enabling Video Privacy through Computer Vision. IEEE Secur. Priv. 3(3): 50-57 (2005) - [c26]Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior:
The Relation between the ROC Curve and the CMC. AutoID 2005: 15-20 - [c25]Chiao-Fe Shu, Arun Hampapur, Max Lu, Lisa M. Brown, Jonathan Connell, Andrew W. Senior, Ying-li Tian:
IBM smart surveillance system (S3): a open and extensible framework for event based surveillance. AVSS 2005: 318-323 - [c24]ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang:
A Joint System for Person Tracking and Face Detection. ICCV-HCI 2005: 47-59 - [c23]Alejandro Jaimes, Andrew W. Senior, Wolfgang Muench:
ACM multimedia interactive art program: an introduction to the presence/absence exhibition. ACM Multimedia 2005: 1051-1052 - [c22]Andrew W. Senior, Arun Hampapur, Max Lu:
Acquiring Multi-Scale Images by Pan-Tilt-Zoom Control and Automatic Multi-Camera Calibration. WACV/MOTION 2005: 433-438 - 2004
- [c21]Jonathan H. Connell, Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti:
Detection and tracking in the IBM PeopleVision system. ICME 2004: 1403-1406 - [c20]Arun Hampapur, Lisa M. Brown, Jonathan Connell, Norman Haas, Max Lu, Hans Merkl, Sharath Pankanti, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian:
S3-R1: the IBM smart surveillance system-release 1. ETP@MM 2004: 59-62 - [c19]Andrew W. Senior:
Shibboleth: exploring cultural boundaries in speech. ACM Multimedia 2004: 1003-1004 - 2003
- [j6]Sharath Pankanti, Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Ying-li Tian, Ruud M. Bolle, Florina Almenárez, Andrés Marín, Celeste Campo, R. Carlos García, Rob Van Kranenburg:
Security, Privacy, and Health. IEEE Pervasive Comput. 2(1) (2003) - [j5]Gerasimos Potamianos, Chalapathy Neti, Guillaume Gravier, Ashutosh Garg, Andrew W. Senior:
Recent advances in the automatic recognition of audiovisual speech. Proc. IEEE 91(9): 1306-1326 (2003) - [c18]Ying-li Tian, Lisa M. Brown, Jonathan H. Connell, Sharath Pankanti, Arun Hampapur, Andrew W. Senior, Ruud M. Bolle:
Absolute Head Pose Estimation From Overhead Wide-Angle Cameras. AMFG 2003: 92-99 - [c17]Arun Hampapur, Sharath Pankanti, Andrew W. Senior, Ying-li Tian, Lisa M. Brown, Ruud M. Bolle:
Face Cataloger: Multi-Scale Imaging for Relating Identity to Location. AVSS 2003: 13-20 - 2002
- [c16]Ruud M. Bolle, Andrew W. Senior, Nalini K. Ratha, Sharath Pankanti:
Fingerprint Minutiae: A Constructive Definition. Biometric Authentication 2002: 58-66 - 2001
- [j4]Gerasimos Potamianos, Chalapathy Neti, Giridharan Iyengar, Andrew W. Senior, Ashish Verma:
A Cascade Visual Front End for Speaker Independent Automatic Speechreading. Int. J. Speech Technol. 4(3-4): 193-208 (2001) - [j3]Andrew W. Senior:
A Combination Fingerprint Classifier. IEEE Trans. Pattern Anal. Mach. Intell. 23(10): 1165-1174 (2001) - [j2]Benoît Maison, Chalapathy Neti, Andrew W. Senior:
Audio-Visual Speaker Recognition for Video Broadcast News. J. VLSI Signal Process. 29(1-2): 71-79 (2001) - [c15]Nalini K. Ratha, Andrew W. Senior, Ruud M. Bolle:
Automated Biometrics. ICAPR 2001: 445-474 - 2000
- [c14]Philippe de Cuetos, Chalapathy Neti, Andrew W. Senior:
Audio-visual intent-to-speak detection for human-computer interaction. ICASSP 2000: 2373-2376 - [c13]Jianbo Ma, Narendra Ahuja, Chalapathy Neti, Andrew W. Senior:
Recovering Frontal-Pose Image from a Single Profile Image. ICIP 2000: 243-246 - [c12]Chalapathy Neti, Giridharan Iyengar, Gerasimos Potamianos, Andrew W. Senior, Benoît Maison:
Perceptual interfaces for information interaction: joint processing of audio and visual information for human-computer interaction. INTERSPEECH 2000: 11-14 - [c11]Andrew W. Senior:
Virtual Garden: a vision-based multimedia installation. ACM Multimedia Workshops 2000: 27-30 - [c10]Chalapathy Neti, Benoît Maison, Andrew W. Senior, Giridharan Iyengar, P. Decuetos, Sankar Basu, Ashish Verma:
Joint processing of audio and visual information for multimedia indexing and human-computer interaction. RIAO 2000: 294-301
1990 – 1999
- 1999
- [c9]Andrew W. Senior, Chalapathy Neti, Benoît Maison:
On the use of visual information for improving audio-based speaker recognition. AVSP 1999: 18 - [c8]Benoît Maison, Chalapathy Neti, Andrew W. Senior:
Audio-visual speaker recognition for video broadcast news: some fusion techniques. MMSP 1999: 161-167 - [c7]Sankar Basu, Chalapathy Neti, Nitendra Rajput, Andrew W. Senior, L. Venkata Subramaniam, Ashish Verma:
Audio-visual large vocabulary continuous speech recognition in the broadcast domain. MMSP 1999: 475-481 - 1998
- [j1]Andrew W. Senior, Anthony J. Robinson:
An Off-Line Cursive Handwriting Recognition System. IEEE Trans. Pattern Anal. Mach. Intell. 20(3): 309-321 (1998) - 1997
- [c6]Andrew W. Senior, Krishna S. Nathan:
Writer adaptation of a HMM handwriting recognition system. ICASSP 1997: 1447-1450 - 1996
- [c5]Andrew W. Senior, Jayashree Subrahmonia, Krishna S. Nathan:
Duration modeling results for an on-line handwriting recognizer. ICASSP 1996: 3482-3485 - [c4]Krishna S. Nathan, Andrew W. Senior, Jayashree Subrahmonia:
Initialization of hidden Markov models for unconstrained on-line handwriting recognition. ICASSP 1996: 3502-3505 - 1995
- [c3]Andrew W. Senior, Anthony J. Robinson:
Forward-backward retraining of recurrent neural networks. NIPS 1995: 743-749 - 1993
- [c2]Andrew W. Senior, Frank Fallside:
Using constrained snakes for feature spotting in off-line cursive script. ICDAR 1993: 305-310 - 1992
- [c1]Andrew W. Senior, Frank Fallside:
Off-line Handwriting Recognition by Recurrent Error Propagation Networks. BMVC 1992: 1-9
Coauthor Index
aka: Sharathchandra Pankanti
aka: Ying-li Tian
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