Eric Granger
Orcid: 0000-0001-6116-7945Affiliations:
- ETS Montreal, Canada
According to our database1,
Eric Granger
authored at least 246 papers
between 1998 and 2024.
Collaborative distances:
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Online presence:
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on scopus.com
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on etsmtl.ca
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Expert Syst. Appl., February, 2024
Special section: Best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.
Pattern Recognit. Lett., January, 2024
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge.
CoRR, 2024
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification.
CoRR, 2024
CoRR, 2024
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptive Object Detection.
CoRR, 2024
CoRR, 2024
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport.
CoRR, 2024
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024
Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean Teacher.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization.
Image Vis. Comput., December, 2023
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention.
IEEE Trans. Biom. Behav. Identity Sci., July, 2023
IEEE Trans. Cybern., 2023
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection.
IEEE Trans. Affect. Comput., 2023
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification.
CoRR, 2023
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data.
CoRR, 2023
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos.
CoRR, 2023
TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023
Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty.
IEEE Trans. Medical Imaging, 2022
A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics.
IEEE Trans. Affect. Comput., 2022
Incremental multi-target domain adaptation for object detection with efficient domain transfer.
Pattern Recognit., 2022
Comput. Vis. Image Underst., 2022
CoRR, 2022
CoRR, 2022
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images.
CoRR, 2022
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition.
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos.
Image Vis. Comput., 2021
Knowledge distillation methods for efficient unsupervised adaptation across multiple domains.
Image Vis. Comput., 2021
Inf. Fusion, 2021
EURASIP J. Image Video Process., 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Biom. Behav. Identity Sci., 2020
IEEE Trans. Affect. Comput., 2020
Pattern Recognit., 2020
A paired sparse representation model for robust face recognition from a single sample.
Pattern Recognit., 2020
Mach. Vis. Appl., 2020
CoRR, 2020
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos.
CoRR, 2020
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video Face Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Encoding Temporal Information For Automatic Depression Recognition From Facial Analysis.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020, 2020
A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Bag-Level Aggregation for Multiple-Instance Active Learning in Instance Classification Problems.
IEEE Trans. Neural Networks Learn. Syst., 2019
Domain-Specific Face Synthesis for Video Face Recognition From a Single Sample Per Person.
IEEE Trans. Inf. Forensics Secur., 2019
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance.
CoRR, 2019
Deep weakly-supervised learning methods for classification and localization in histology images: a survey.
CoRR, 2019
Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework.
CoRR, 2019
CoRR, 2019
CoRR, 2019
An Improved Trade-off Between Accuracy and Complexity with Progressive Gradient Pruning.
CoRR, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the 2019 International Conference on Biometrics, 2019
Robust Video Face Recognition From a Single Still Using a Synthetic Plus Variational Model.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Combining Global and Local Convolutional 3D Networks for Detecting Depression from Facial Expressions.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019
2018
Pattern Recognit., 2018
Progressive boosting for class imbalance and its application to face re-identification.
Expert Syst. Appl., 2018
CoRR, 2018
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Eighth International Conference on Image Processing Theory, 2018
Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018
2017
Pattern Recognit., 2017
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations.
Mach. Vis. Appl., 2017
Cryptogr., 2017
A comparison of CNN-based face and head detectors for real-time video surveillance applications.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Video-based face recognition using ensemble of haar-like deep convolutional neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the Image and Graphics - 9th International Conference, 2017
Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
2016
A Dual-Purpose Memory Approach for Dynamic Particle Swarm Optimization of Recurrent Problems.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
Pattern Recognit., 2016
Robust multiple-instance learning ensembles using random subspace instance selection.
Pattern Recognit., 2016
Score thresholding for accurate instance classification in multiple instance learning.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Recognizing People and Their Activities in Surveillance Video: Technology State of Readiness and Roadmap.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016
An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016
Efficient identification of Faces in video Streams using low-Power Multi-Core Devices.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016
2015
Pattern Recognit., 2015
Mach. Vis. Appl., 2015
Partially-supervised learning from facial trajectories for face recognition in video surveillance.
Inf. Fusion, 2015
Individual-specific management of reference data in adaptive ensembles for face re-identification.
IET Comput. Vis., 2015
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Adaptive skew-sensitive fusion of ensembles and their application to face re-identification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Adaptive Classification for Person Re-identification Driven by Change Detection.
Proceedings of the ICPRAM 2015, 2015
Synthetic face generation under various operational conditions in video surveillance.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Ensembles of exemplar-SVMs for video face recognition from a single sample per person.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2014
Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking.
Mach. Vis. Appl., 2014
Inf. Sci., 2014
Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance.
Inf. Fusion, 2014
CoRR, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Target-based evaluation of face recognition technology for video surveillance applications.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
Multi-feature extraction and selection in writer-independent off-line signature verification.
Int. J. Document Anal. Recognit., 2013
IET Biom., 2013
DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams.
Expert Syst. Appl., 2013
Securing high resolution grayscale facial captures using a blockwise coevolutionary GA.
Expert Syst. Appl., 2013
Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations.
Appl. Soft Comput., 2013
Appl. Soft Comput., 2013
Dynamic multi-objective evolution of classifier ensembles for video face recognition.
Appl. Soft Comput., 2013
On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems.
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Securing Mass Biometric Templates Using Blockwise Multi-Resolution Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
Towards Automated Transactions Based on the Offline Handwritten Signatures.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Evolving Classifier Ensembles using Dynamic Multi-objective Swarm Intelligence.
Proceedings of the ICPRAM 2013, 2013
A Dissimilarity-Based Approach for Biometric Fuzzy Vaults-Application to Handwritten Signature Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013
A comparison of adaptive appearance methods for tracking faces in video surveillance.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013
An individual-specific strategy for management of reference data in adaptive ensembles for person re-identification.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013
2012
Pattern Recognit., 2012
Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition.
Pattern Recognit., 2012
Dynamic selection of generative-discriminative ensembles for off-line signature verification.
Pattern Recognit., 2012
Fusion of biometric systems using Boolean combination: an application to iris-based authentication.
Int. J. Biom., 2012
Graphical EM for on-line learning of grammatical probabilities in radar Electronic Support.
Appl. Soft Comput., 2012
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
A dual-staged classification-selection approach for automated update of biometric templates.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012
2011
Appl. Soft Comput., 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Watermarking Stack of Grayscale Face Images as Dynamic Multi-Objective Optimization Problem.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011
Impact of watermarking on offline signature verification in intelligent bio-watermarking systems.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Exploring the upper bound performance limit of iris biometrics using score calibration and fusion.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
2010
Pattern Recognit. Lett., 2010
Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs.
Pattern Recognit., 2010
Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach.
Int. J. Document Anal. Recognit., 2010
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010
Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of IEEE International Conference on Communications, 2009
A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009
Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009
2008
A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008
2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Comparison of ARTMAP Neural Networks for Classification for Face Recognition from Video.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Incremental Learning of Stochastic Grammars with Graphical EM in Radar Electronic Support.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Fast Incremental Techniques for Learning Production Rule Probabilities in Radar Electronic Support.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006
2003
A Pattern Reordering Approach Based on Ambiguity Detection for Online Category Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2003
2001
A What-and-Where fusion neural network for recognition and tracking of multiple radar emitters.
Neural Networks, 2001
2000
Analysis of quantization effects in a digital hardware implementation of a fuzzy ART neural network algorithm.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1998
Signal Process., 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998