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Journals

PR '21 2D Wasserstein Loss for Robust Facial Landmark Detection
Yan Y., Duffner S., Phutane P., Berthelier A., Blanc, C., Garcia C., Château T.
Pattern Recognition, 2021
[bibtex]  [djvu] 
MVA '21 List-wise learning-to-rank with convolutional neural networks for person re-identification
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Machine Vision and Applications, 2021
[bibtex]  [djvu] 
AIM '20 Learning Personalized ADL Recognition Models from Few Raw Data
Compagnon P., Lefebvre G., Duffner S., Garcia C.
Artificial Intelligence in Medicine, 2020
[bibtex]  [djvu] 
JSPS '20 Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey
Berthelier A., Château T., Duffner S., Garcia C., Blanc, C.
Journal of Signal Processing Systems, 2020
[bibtex]  [djvu] 
CVIU '20 Fine-grained facial landmark detection exploiting intermediate feature representations
Yan Y., Duffner S., Phutane P., Berthelier A., Naturel X., Blanc, C., Garcia C., Château T.
Computer Vision and Image Understanding, 2020
[bibtex]  [djvu] 
PRL '20 Two-stage human hair segmentation in the wild using deep shape prior
Yan Y., Duffner S., Naturel X., Berthelier A., Garcia C., Blanc, C., Château T.
Pattern Recognition Letters, 2020
[bibtex]  [djvu] 
TNNLS '18 Low-complexity approximate Convolutional Neural Networks
Cintra R. J., Duffner S., Garcia C., Leite A.
Transactions on Neural Networks and Learning Systems, 2018
[bibtex]  [djvu] 
IVC '18 Deep and Low-level Feature-based Attribute Learning for Person Re-identification
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Image and Vision Computer, 2018
[bibtex]  [djvu] 
NEUROCOMP '17 Class-Balanced Siamese Neural Networks
Berlemont S., Lefebvre G., Duffner S., Garcia C.
Neurocomputing, 2017
[bibtex]  [djvu] 
TIP '17 Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects
Duffner S., Garcia C.
IEEE Transactions on Image Processing, 2017
[bibtex]  [djvu] 
TCYB '16 Pairwise Identity Verification via Linear Concentrative Metric Learning
Zheng L., Duffner S., Idrissi, K., Garcia C., Baskurt, A.
IEEE Transactions on Cybernetics, Vol. 8 (1), 2016
[bibtex]  [djvu] 
TCSVT '16 Using discriminative motion context for on-line visual object tracking
Duffner S., Garcia C.
IEEE Transactions on Circuits and Systems for Video Technology, 2016
[bibtex]  [djvu] 
TCSVT '16 Visual Focus of Attention estimation with unsupervised incremental learning
Duffner S., Garcia C.
IEEE Transactions on Circuits and Systems for Video Technology, 2016
[bibtex]  [djvu] 
MTA '16 Siamese Multi-layer Perceptrons for Dimensionality Reduction and Face Identification
Zheng L., Duffner S., Idrissi K., Garcia C., Baskurt A.
Multimedia Tools and Applications, Vol. 75 (9), pp. 5055-5073, 2016
[bibtex]  [djvu] 
TMLAI '14 Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition
Nakashika T., Yoshioka T., Takiguchi T., Ariki Y., Duffner S., Garcia C.
Transactions on Machine Learning and Artificial Intelligence, Vol. 2 (2), 2014
[bibtex] [djvu] 
PR '14 Leveraging Colour Segmentation for Upper-Body Detection
Duffner S., Odobez J.-M.
Pattern Recognition, Vol. 47 (6), pp. 2222-2230, 2014
[bibtex]  [djvu]  [web page]
TIP '13 A Track Creation and Deletion Framework for Long-Term Online Multi-Face Tracking
Duffner S., Odobez J.-M.
IEEE Transactions on Image Processing, Vol. 22 (1), pp. 272-285, 2013
[bibtex]  [djvu]
AM '13 Real-Time Audio-Visual Analysis for Multiperson Videoconferencing
Motlicek P., Duffner S., Korchagin D., Bourlard H., Scheffler C., Odobez J.-M., Del Galdo, G., Kallinger M., Thiergart, O.
Advances in Multimedia, 2013
[bibtex]  [djvu]
IJCEE '12 The TA2 Database - A Multi-Modal Database From Home Entertainment
Duffner S., Motlicek P., Korchagin D.
International Journal of Computer and Electrical Engineering, Vol. 4 (5), pp. 670-673, 2012
[bibtex]  [djvu]
JMIV '06 Segmentation of vectorial image features using shape gradients and information measures
Herbulot A., Jehan-Besson S., Duffner S., Barlaud M., Aubert G.
Journal of Mathematical Imaging and Vision, Vol. 25 (3), 365-386, October 2006.
[bibtex]  [djvu]

International Conferences and Workshops

IJCAI '22 What Does My GNN Really Capture? On Exploring Internal GNN Representations
Veyrin-Forrer L., Kamal A., Duffner S., Plantevit M., Robardet C.
International Joint Conference on Artificial Intelligence
[bibtex]  [djvu]
AINA '22 Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection
Najari N., Berlemont S., Lefebvre G., Duffner S., Garcia C.
International Conference on Advanced Information Networking and Applications
[bibtex]  [djvu]
IJCNN '21 Sequence Metric Learning as Synchronization of Recurrent Neural Networks
Compagnon P., Lefebvre G., Duffner S., Garcia C.
International Joint Conference on Neural Networks
[bibtex]  [djvu]
ICDAR WS '21 Data-Efficient Information Extraction from Documents with Pre-Trained Language Models
Sage C., Douzon T., Aussem A., Eglin V., Elghazel H., Duffner S., Garcia C.
ICDAR Workshop on Document Images and Language
[bibtex]  [djvu]
ECML-PKDD WS '21 Detecting Swimmers in Unconstrained Videos with Few Training Data
Jacquelin N., Duffner S., Vuillemot R.
ECML-PKDD Workshop on Machine Learning and Data Mining for Sports Analytics
[bibtex]  [djvu]
SINCONF '21 RADON: Robust Autoencoder for Unsupervised Anomaly Detection
Najari N., Berlemont S., Lefebvre G., Duffner S., Garcia C.
International Conference on Security of Information and Networks
[bibtex]  [djvu]
ICONIP '21 Self-supervised continual learning for object recognition in image sequences
Dai R., Lefort M., Armetta F., Guillermin M., Duffner S.
International Conference on Neural Information Processing
[bibtex]  [djvu]
ICTAI '21 Novelty detection for unsupervised continual learning in image sequences
Dai R., Lefort M., Armetta F., Guillermin M., Duffner S.
IEEE International Conference on Tools with Artificial Intelligence
[bibtex]  [djvu]
CAIP '21 Exploiting Visual Context to Identify People in TV Programs
Petit T., Letessier P., Duffner S., Garcia C.
International Conference on Computer Analysis of Images and Patterns
[bibtex]  [djvu]
ICPR WS '21 Learning Sparse Filters In Deep Convolutional Neural Networks With A l1 /l2 Pseudo-Norm
Berthelier A., Yan Y., Château T., Blanc C., Duffner S., Garcia C.
Proceedings of the ICPR Workshop on Computational Aspects of Deep Learning, 2021
[bibtex]  [djvu]
COINS '20 Network Traffic Modeling For IoT-device Re-identification
Najari N., Berlemont S., Lefebvre G., Duffner S., Garcia C.
Proceedings of the International Conference on Omni-layer Intelligent Systems (COINS), 2020
[bibtex]  [djvu]
IJCNN '20 Multiple Instance Learning for Training Neural Networks under Label Noise
Duffner S., Garcia C.
Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020
[bibtex]  [djvu]
CI '19 Machine Learning of Committor Functions for Predicting High Impact Climate Events
Lucente D., Duffner S., Herbert C., Rolland J., Bouchet F.
Climate Informatics, 2019
[bibtex]  [djvu]
CVPR WS '19 Human Hair Segmentation In The Wild Using Deep Shape Prior
Yan Y., Berthelier A., Duffner S., Naturel X., Garcia C., Chateau T.
International Conference on Computer Vision and Pattern Recognition, Workshop on Computer Vision for AR/VR, 2019
[bibtex]  [djvu]
ICANN '19 Routine Modeling with Time Series Metric Learning
Compagnon P., Lefebvre G., Duffner S., Garcia C.
Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2019
[bibtex]  [djvu]
CBMS '19 Personalized Posture and Fall Classification with Shallow Gated Recurrent Units
Compagnon P., Lefebvre G., Duffner S., Garcia C.
Proceedings of the International Symposium on Computer-Based Medical Systems, 2019
[bibtex]  [djvu]
ACIVS '18 Person re-identification using group context
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Proceedings of the International Conference on Advanced Concepts for Intelligent Vision Systems, 2018
[bibtex]  [djvu]
ACIVS '18 Person re-identification with a body orientation-specific Convolutional Neural Network
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Proceedings of the International Conference on Advanced Concepts for Intelligent Vision Systems, 2018
[bibtex]  [djvu]
ICIP '18 Similarity learning with listwise ranking for person re-identification
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Proceedings of the International Conference on Image Processing, 2018
[bibtex]  [djvu]
VISAPP '18 Pedestrian attribute recognition with part-based CNN and combined feature representations
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), 2018
[bibtex]  [djvu]
EUCog '17 Autonomous Object Recognition in Videos using Neural Networks
Medjkoune N., Armetta F., Lefort M., Duffner S.
Proceedings of the EUCognition Meeting, Zurich, 2017
[bibtex]  [djvu]
AVSS '17 Triplet CNN and Pedestrian Attribute Recognition for Improved Person Re-identification
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
Proceedings of the International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2017
[bibtex]  [djvu]
CCAA '17 Digital architecture for real-time CNN-based face detection for video processing
Bhattarai S., Madanayake A., Cintra Renato J., Duffner S., Garcia C.
NASA / IEEE Cognitive Communications for Aerospace Applications Workshop, 2017
[bibtex]  [djvu]
ICANN '16 Polar Sine Based Siamese Neural Network for Gesture Recognition
Berlemont S., Lefebvre G., Duffner S., Garcia C.
Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2016
[bibtex]  [djvu]
BMVC '15 Classifying Global Scene Context for On-line Multiple Tracker Selection
Moujtahid S., Duffner S., Baskurt A.
Proceedings of the British Machine Vision Conference (BMVC), 2015
[bibtex]  [djvu]
ICCV WS '15 The Visual Object Tracking VOT2015 challenge results.
Matej Kristan, Jiri Matas, Ales Leonardis, Michael Felsberg, Luka Cehovin, Gustavo Fernandez, Tomas Vojir, Gustav Häger, Georg Nebehay, Roman Pflugfelder, Abhinav Gupta, Adel Bibi, Alan Lukezic, Alvaro Garcia-Martin, Amir Saffari, Alfredo Petrosino, Andres Solis Montero, Anton Varfolomieiev, Atilla Baskurt, Baojun Zhao, Bernard Ghanem, Brais Martinez, ByeongJu Lee, Bohyung Han, Chaohui Wang, Christophe Garcia, Chunyuan Zhang, Cordelia Schmid, Dacheng Tao, Daijin Kim, Dafei Huang, Danil Prokhorov, Dawei Du, Dit-Yan Yeung, Eraldo Ribeiro, Fahad Shahbaz Khan, Fatih Porikli, Filiz Bunyak, Gao Zhu, Guna Seetharaman, Hilke Kieritz, Hing Tuen Yau, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Hyemin Lee, Hyeonseob Nam, Ivan Bogun, Jae-chan Jeong, Jae-il Cho, Jae-Yeong Lee, Jianke Zhu, Jianping Shi, Jiatong Li, Jiaya Jia, Jiayi Feng, Jin Gao, Jin Young Choi, Ji-Wan Kim, Jochen Lang, Jose M. Martinez, Jongwon Choi, Junliang Xing, Kai Xue, Kannappan Palaniappan, Karel Lebeda, Karteek Alahari, Ke Gao, Kimin Yun, Kin Hong Wong, Lei Luo, Liang Ma, Lipeng Ke, Longyin Wen, Luca Bertinetto, Mahdieh Pootschi, Mario Maresca, Martin Danelljan, Mei Wen, Mengdan Zhang, Michael Arens, Michel Valstar, Ming Tang, Ming-Ching Chang, Muhammad Haris Khan, Nana Fan, Naiyan Wang, Ondrej Miksik, Philip H S Torr, Qiang Wang, Rafael Martin-Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganiere, Salma Moujtahid, Sam Hare, Simon Hadfield, Siwei Lyu, Siyi Li, Song-Chun Zhu, Stefan Becker, Stefan Duffner, Stephen L Hicks, Stuart Golodetz, Sunglok Choi, Tianfu Wu, Thomas Mauthner, Tony Pridmore, Weiming Hu, Wolfgang Hübner, Xiaomeng Wang, Xin Li, Xinchu Shi, Xu Zhao, Xue Mei, Yao Shizeng, Yang Hua, Yang Li, Yang Lu, Yuezun Li, Zhaoyun Chen, Zehua Huang, Zhe Chen, Zhe Zhang, and Zhenyu He
Proceedings of the ICCV Workshop on Visual Object Tracking Challenge (VOT), 2015
[bibtex]  [djvu]
FG '15 The FG 2015 Kinship Verification in the Wild Evaluation
J. Lu, J. Hu, V.E. Liong, X. Zhou, A. Bottino, I.U. Islam, T.F. Vieira, X. Qin, X. Tan, S. Chen, Y. Keller, S. Mahpod, L. Zheng, K. Idrissi, C. Garcia, S. Duffner, A. Baskurt, M. Castrillon-Santana, J. Lorenzo-Navarro
Proceedings of the International Conference on Automatic Face and Gesture Recognition (FG), 2015
[bibtex]  [djvu]
FG '15 Triangular Similarity Metric Learning for Face Verification
Zheng L., Idrissi K., Garcia C., Duffner S., Baskurt, A.
Proceedings of the International Conference on Automatic Face and Gesture Recognition (FG), 2015
[bibtex]  [djvu]
FG '15 Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection
Berlemont S., Lefebvre G., Duffner S., Garcia C.
Proceedings of the International Conference on Automatic Face and Gesture Recognition (FG), 2015
[bibtex]  [djvu]
ICASSP '15 Logistic Similarity Metric Learning For Face Verification
Zheng L., Idrissi K., Garcia C., Duffner S., Baskurt, A.
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015
[bibtex]  [djvu]
VISAPP '15 Coherent selection of independent trackers for real-time object tracking
Moujtahid, S., Duffner S., Baskurt, A.
Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), 2015
[bibtex]  [djvu]
ECCV WS '14 The Visual Object Tracking VOT2014 challenge results.
M. Kristan, R. Pflugfelder, A. Leonardis, J. Matas, L. Cehovin, G. Nebehay, T. Vojir, G. Fernández, A. Lukezic, A. Dimitriev, A. Petrosino, A. Saffari, B. Li, B. Han, C. Heng, C. Garcia, D. Pangersic, G. Häger, F.S. Khan, F. Oven, H. Possegger, H. Bischof, H. Nam, J. Zhu, J. Li, J.Y. Choi, J.W. Choi, J.F. Henriques, J. van de Weijer, J. Batista, K. Lebeda, K. Öfjäll, K.M. Yi, L. Qin, L. Wen, M.E. Maresca, M. Danelljan, M. Felsberg, M.M. Cheng, P. Torr, Q. Huang, R. Bowden, S. Hare, S.Y. Lim, S. Hong, S. Liao, S. Hadfield, S.Z. Li, S. Duffner, S. Golodetz, T. Mauthner, V. Vineet, W. Lin, Y. Li, Y. Qi, Z. Lei, Z. Niu
Proceedings of the ECCV Workshop on Visual Object Tracking Challenge (VOT), 2014
[bibtex]  [djvu]
ECCV WS '14 Exploiting contextual motion cues for visual object tracking
Duffner S., Garcia C.
Proceedings of the ECCV Workshop on Visual Object Tracking Challenge (VOT), 2014
[bibtex]  [djvu]
ICSP '14 Dysarthric Speech Recognition Using a Convolutive Bottleneck Network
Nakashika T., Yoshioka T., Takiguchi T., Ariki Y., Duffner S., Garcia C.
Proceedings of the International Conference On Signal Processing (ICSP), 2014
[bibtex]  [djvu]
ICASSP '14 3D gesture classification with convolutional neural networks
Duffner S., Garcia C.
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014
[bibtex]  [djvu]
ICCV '13 Pixeltrack: a fast adaptive algorithm for tracking non-rigid objects
Duffner S., Garcia C.
Proceedings of the International Conference on Computer Vision (ICCV), 2013
[bibtex]  [djvu]  [web page]
AVSS '13 Unsupervised Online Learning of Visual Focus of Attention
Duffner S., Garcia C.
Proceedings of the International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2013
[bibtex]  [djvu]
MMM '12 Multimodal Cue Detection Engine for Orchestrated Entertainment
Korchagin D., Duffner S., Motlicek P., Scheffler C.
Proceedings of the International Conference on MultiMedia Modeling, 2012
[bibtex]  [djvu]
FG '11 Exploiting Long-Term Observations for Track Creation and Deletion in Online Multi-Face Tracking
Duffner S., Odobez J.-M.
Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG) 2011, Santa Barbara, USA
[bibtex]  [djvu]
ICME '11 Just-in-Time Multimodal Association and Fusion from Home Entertainment
Korchagin D., Motlicek P., Duffner S.
Proceedings of the International Conference on Multimedia & Expo (ICME) 2011, Barcelona, Spain
[bibtex]  [djvu]
ICSAP '11 The TA2 Database - A Multimodal Database from Home Entertainment
Duffner S., Motlicek P., Korchagin D.
Proceedings of the International Conference on Signal Acquisition and Processing (ICSAP) 2011, Singapore
[bibtex]  [djvu]
BMVC '09 Dynamic Partitioned Sampling For Tracking With Discriminative Features
Duffner S., Odobez J.-M., Ricci, E.
Proceedings of the British Machine Vision Conference (BMVC) 2009, London, UK
[bibtex]  [djvu]
VISAPP '08 Robust Face Alignment Using Convolutional Neural Networks
Duffner S., Garcia C.
Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP) 2008, pp.?, Funchal, Portugal
[bibtex]  [djvu]
ICANN '07 An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate
Duffner S., Garcia C.
Proceedings of the International Conference on Artificial Neural Networks (ICANN) 2007, Vol.1, pp.249-258, Porto, Portugal
[bibtex]  [djvu]
AVSS '07 Face Recognition Using Non-Linear Image Reconstruction
Duffner S., Garcia C.
Proceedings of the International Conference on Advanced Video and Signal-Based Surveillance (AVSS) 2007, pp.459-464, London, United Kingdom
[bibtex]  [djvu]
IWAPR '07 Facial Image Processing with Convolutional Neural Networks
Garcia C., Duffner S.
Proceedings of the International Workshop on Advances in Pattern Recognition (IWAPR) 2007, pp.97-108, Plymouth, United Kingdom
[bibtex]  [djvu]
MLSP '07 An Embedded Robust Facial Feature Detector
Roux, S. Mamalet, F., Garcia C., Duffner S.
Proceedings of the International Conference on Machine Learning and Signal Processing (MLSP) 2007, pp.170-175, Thessaloniki, Greece
[bibtex]  [djvu]
ICANN '06 A Neural Scheme for Robust Detection of Transparent Logos in TV Programs
Duffner S., Garcia C.
Proceedings of the International Conference on Artificial Neural Networks (ICANN) 2006, Vol.2, pp.14-23, Athenes, Greece
[bibtex]  [djvu]
ISPA '05 A Connexionist Approach for Robust and Precise Facial Feature Detection in Complex Scenes
Duffner S., Garcia C.
Fourth International Symposium on Image and Signal Processing and Analysis (ISPA 2005), pp.316-321, Zagreb, Croatia, September 2005.
[bibtex]  [djvu]

National Conferences

CAp '21 Data-Efficient Information Extraction from Documents with Pre-Trained Language Models
Sage C., Douzon T., Aussem A., Eglin V., Elghazel H., Duffner S., Garcia C., Espinas J. CAp, 2021
[bibtex]  [djvu]
RFIAP '20 Compression de réseaux convolutifs par utilisation d¿un terme de clarté l1/l2 sur les noyaux
Berthelier A., Yan Y., Chateau T., Blanc C., Duffner S., Garcia C.
RFIAP, 2020
[bibtex]  [djvu]
ORASIS '19 Deep Model Compression for Mobile Devices: A Survey
Berthelier A., Phutane P., Duffner S., Garcia C., Blanc C., Chateau T.
ORASIS, Journées francophones des jeunes chercheurs en vision par ordinateur, Saint-Dié-des-Vosges, France
[bibtex]  [djvu]
ORASIS '17 Ré-identification de Personne avec Perte Min-triplet
Chen Y., Duffner S., Stoian A., Dufour J.-Y., Baskurt A.
ORASIS, Journées francophones des jeunes chercheurs en vision par ordinateur, Colleville-sur-Mer, France
[bibtex]  [djvu]
CORESA '07 A robust method for automatic player detection in sport videos
Lehuger A., Duffner S., Garcia C.
Compression et Représentation des Signaux Audiovisuels (CORESA'07), Montpellier, France, November 2007
[bibtex]  [djvu]
CORESA '05 A Hierarchical Approach for Precise Facial Feature Detection
Duffner S., Garcia C.
Compression et Représentation des Signaux Audiovisuels (CORESA'05), pp.29-34, Rennes, France, November 2005
(best student paper)
[bibtex]  [djvu]
GRETSI '05 Utilisation des gradients de forme et des contours actifs basés régions pour la segmentation des vecteurs mouvement
Jehan-Besson S., Duffner S., Herbulot A., Barlaud M., Aubert G.
GRETSI, Louvain la Neuve, Belgique, September 2005.
[bibtex]  [djvu]

Book Chapters

Similarity Metric Learning,
Duffner S., Garcia C., Idrissi K., Baskurt, A.
In Multi-faceted Deep Learning - Models and Data
Jenny Benois-Pineau, Akkah Zemmari (editors)
Springer, 2021 (to appear)
[bibtex]  [djvu]

The 2005 PASCAL Visual Object Classes Challenge,
Selected Proceedings of the first PASCAL Challenges Workshop,
Everingham M., Zisserman A., Williams C. K. I., Van Gool L., Moray A., Bishop C. M., Chapelle O., Dalal N., Deselaers T., Dorkó G., Duffner S., Eichhorn J., Farquhar J. D. R., Fritz M., Garcia C., Griffiths T., Jurie F., Keysers T., Koskela M., Laaksonen J., Larlus D., Leibe B., Meng H., Ney H., Schiele B., Schmid C., Seemann E., Shawe-Taylor J., Storkey A., Szedmak S., Triggs B., Ulusoy I., Viitaniemi V., and Zhang J., (eds) d'Alche-Buc F., Dagan I., Quinonero J.,
Lecture Notes in Artificial IntelIigence, Springer, 2006.
[bibtex]  [djvu]

Patents

I'm author of 3 international patents in the context of facial analysis and feature detection.

Other

Master's Thesis Spatio-Temporal Segmentation of Moving Objects in Image Sequences
Duffner S.
École Nationale Supérieure d'Ingénieurs de Caen (ENSICAEN), France, 2004
[bibtex]  [djvu]
PhD Thesis Face Image Analysis With Convolutional Neural Networks
Duffner S.
Albert-Ludwigs-Universität Freiburg im Breisgau, Germany, 2007
[bibtex]  [djvu]
HDR manuscript Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos
Duffner S.
University of Lyon / INSA Lyon, France, 2019
[bibtex]  [djvu]