Pierre-Marc Jodoin

144 papers A* 5A 2B 15C 1Misc 1Journal 90Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning. IEEE J. Biomed. Health Informatics Anders Austlid Taskén, Thierry Judge, Erik Andreas Rye Berg, Jinyang Yu, Bjørnar Leangen Grenne, Frank Lindseth, Svend Aakhus, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard, Gabriel Kiss
2026	J	`jnl`	Robust-ComBat: Mitigating Outlier Effects in Diffusion MRI Data Harmonization. CoRR Yoan David, Pierre-Marc Jodoin, Alzheimer's Disease Neuroimaging Initiative, The TRACK-TBI Investigators
2025	J	`jnl`	Clinical-ComBAT: a diffusion-weighted MRI harmonization method for clinical applications. CoRR Gabriel Girard, Manon Edde, Félix Dumais, Yoan David, Matthieu Dumont, Guillaume Theaud, Jean-Christophe Houde, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
2025	J	`jnl`	ComBAT Harmonization for diffusion MRI: Challenges and Best Practices. CoRR Pierre-Marc Jodoin, Manon Edde, Gabriel Girard, Félix Dumais, Guillaume Theaud, Matthieu Dumont, Jean-Christophe Houde, Yoan David, Maxime Descoteaux
2025	J	`jnl`	Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning. CoRR Anders Austlid Taskén, Thierry Judge, Erik Andreas Rye Berg, Jinyang Yu, Bjørnar Leangen Grenne, Frank Lindseth, Svend Aakhus, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard, Gabriel Kiss
2025	J	`jnl`	Exploring the robustness of TractOracle methods in RL-based tractography. CoRR Jeremi Levesque, Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
2025	J	`jnl`	Exploring the robustness of TractOracle methods in RL-based tractography. Medical Image Anal. Jeremi Levesque, Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
2025	J	`jnl`	Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation. CoRR Arnaud Judge, Nicolas Duchateau, Thierry Judge, Roman A. Sandler, Joseph Z. Sokol, Christian Desrosiers, Olivier Bernard, Pierre-Marc Jodoin
2025	J	`jnl`	Uncertainty Propagation for Echocardiography Clinical Metric Estimation via Contour Sampling. CoRR Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Arian Beqiri, Agisilaos Chartsias, Pierre-Marc Jodoin
2024	—	`conf`	Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning. MICCAI (9) Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol, Olivier Bernard, Pierre-Marc Jodoin
2024	J	`jnl`	Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning. CoRR Arnaud Judge, Thierry Judge, Nicolas Duchateau, Roman A. Sandler, Joseph Z. Sokol, Olivier Bernard, Pierre-Marc Jodoin
2024	J	`jnl`	Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification. CoRR Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard
2024	—	`conf`	TractOracle: Towards an Anatomically-Informed Reward Function for RL-Based Tractography. MICCAI (2) Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
2024	J	`jnl`	TractOracle: towards an anatomically-informed reward function for RL-based tractography. CoRR Antoine Théberge, Maxime Descoteaux, Pierre-Marc Jodoin
2024	J	`jnl`	What matters in reinforcement learning for tractography. Medical Image Anal. Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
2023	—	`conf`	Asymmetric Contour Uncertainty Estimation for Medical Image Segmentation. MICCAI (3) Thierry Judge, Olivier Bernard, Woo-Jin Cho Kim, Alberto Gómez, Agisilaos Chartsias, Pierre-Marc Jodoin
2023	—	`conf`	Extraction of Volumetric Indices from Echocardiography: Which Deep Learning Solution for Clinical Use? FIMH Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
2023	J	`jnl`	Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? CoRR Hang Jung Ling, Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Damien Garcia, Olivier Bernard
2023	J	`jnl`	FIESTA: Autoencoders for accurate fiber segmentation in tractography. NeuroImage Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Muhamed Barakovic, Stefano Magon, Maxime Descoteaux, Pierre-Marc Jodoin
2023	—	`ch.`	From Machine Learning to Deep Learning. AI and Big Data in Cardiology Pierre-Marc Jodoin, Nicolas Duchateau, Christian Desrosiers
2023	J	`jnl`	GANs for Medical Image Synthesis: An Empirical Study. J. Imaging Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
2023	J	`jnl`	Generative Sampling in Bundle Tractography using Autoencoders (GESTA). Medical Image Anal. Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
2023	J	`jnl`	Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering. CoRR Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux, Rodrigo Moreno
2023	—	`conf`	Mixup-Privacy: A Simple yet Effective Approach for Privacy-Preserving Segmentation. IPMI Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2023	J	`jnl`	Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation. CoRR Bach Ngoc Kim, José Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2023	J	`jnl`	What Matters in Reinforcement Learning for Tractography. CoRR Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
2022	—	`conf`	CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. MICCAI (8) Thierry Judge, Olivier Bernard, Mihaela Porumb, Agisilaos Chartsias, Arian Beqiri, Pierre-Marc Jodoin
2022	J	`jnl`	CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation. CoRR Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
2022	—	`conf`	Clustering in Tractography Using Autoencoders (CINTA). CDMRI@MICCAI Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
2022	J	`jnl`	Echocardiography Segmentation With Enforced Temporal Consistency. IEEE Trans. Medical Imaging Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
2022	J	`jnl`	FIESTA: Autoencoders for accurate fiber segmentation in tractography. CoRR Félix Dumais, Jon Haitz Legarreta, Carl Lemaire, Philippe Poulin, François Rheault, Laurent Petit, Maxime Descoteaux, Pierre-Marc Jodoin
2022	J	`jnl`	Generative sampling in tractography using autoencoders (GESTA). CoRR Jon Haitz Legarreta, Laurent Petit, Pierre-Marc Jodoin, Maxime Descoteaux
2022	J	`jnl`	ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans. CoRR Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien
2022	J	`jnl`	ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans. Medical Image Anal. Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien
2021	J	`jnl`	Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? Algorithms Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
2021	J	`jnl`	Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? CoRR Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
2021	J	`jnl`	Echocardiography Segmentation with Enforced Temporal Consistency. CoRR Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin
2021	J	`jnl`	Filtering in tractography using autoencoders (FINTA). Medical Image Anal. Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin
2021	J	`jnl`	GANs for Medical Image Synthesis: An Empirical Study. CoRR Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande
2021	J	`jnl`	Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
2021	A	`conf`	Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. BMVC Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
2021	J	`jnl`	Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. IEEE Trans. Medical Imaging Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2021	J	`jnl`	Track-to-Learn: A general framework for tractography with deep reinforcement learning. Medical Image Anal. Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
2020	J	`jnl`	Cardiac Segmentation With Strong Anatomical Guarantees. IEEE Trans. Medical Imaging Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
2020	J	`jnl`	Cardiac Segmentation with Strong Anatomical Guarantees. CoRR Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
2020	J	`jnl`	LU-Net: a multi-task network to improve the robustness of segmentation of left ventriclular structures by deep learning in 2D echocardiography. CoRR Sarah Leclerc, Erik Smistad, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Thomas Grenier, Carole Lartizien, Pierre-Marc Jodoin, Lasse Løvstakken, Olivier Bernard
2020	J	`jnl`	Neural Teleportation. CoRR Marco Antonio Armenta, Thierry Judge, Nathan Painchaud, Youssef Skandarani, Carl Lemaire, Gabriel Gibeau Sanchez, Philippe Spino, Pierre-Marc Jodoin
2020	J	`jnl`	On the effectiveness of GAN generated cardiac MRIs for segmentation. CoRR Youssef Skandarani, Nathan Painchaud, Pierre-Marc Jodoin, Alain Lalande
2020	J	`jnl`	Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
2020	—	`conf`	Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone. MIDL Audrey Duran, Pierre-Marc Jodoin, Carole Lartizien
2020	J	`jnl`	The Representation Theory of Neural Networks. CoRR Marco Antonio Armenta, Pierre-Marc Jodoin
2020	J	`jnl`	Tractography filtering using autoencoders. CoRR Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin
2020	—	`conf`	Understanding Alzheimer disease's structural connectivity through explainable AI. MIDL Achraf Essemlali, Etienne St-Onge, Maxime Descoteaux, Pierre-Marc Jodoin
2019	—	`conf`	Cardiac MRI Segmentation with Strong Anatomical Guarantees. MICCAI (2) Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
2019	J	`jnl`	Cardiac MRI Segmentation with Strong Anatomical Guarantees. CoRR Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
2019	J	`jnl`	Convolutional Neural Network With Shape Prior Applied to Cardiac MRI Segmentation. IEEE J. Biomed. Health Informatics Clément Zotti, Zhiming Luo, Alain Lalande, Pierre-Marc Jodoin
2019	J	`jnl`	Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. IEEE Trans. Medical Imaging Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard
2019	J	`jnl`	Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation. CoRR Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin
2019	A*	`conf`	Spectral Metric for Dataset Complexity Assessment. CVPR Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
2019	J	`jnl`	Spectral Metric for Dataset Complexity Assessment. CoRR Frederic Branchaud-Charron, Andrew Achkar, Pierre-Marc Jodoin
2019	A*	`conf`	Structured Pruning of Neural Networks With Budget-Aware Regularization. CVPR Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin
2019	J	`jnl`	Tractography and machine learning: Current state and open challenges. CoRR Philippe Poulin, Daniel Jörgens, Pierre-Marc Jodoin, Maxime Descoteaux
2018	J	`jnl`	Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
2018	J	`jnl`	MIO-TCD: A New Benchmark Dataset for Vehicle Classification and Localization. IEEE Trans. Image Process. Zhiming Luo, Frederic Branchaud-Charron, Carl Lemaire, Janusz Konrad, Shaozi Li, Akshaya Mishra, Andrew Achkar, Justin A. Eichel, Pierre-Marc Jodoin
2018	—	`ed.`	Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges - 8th International Workshop, STACOM 2017, Held in Conjunction with MICCAI 2017, Quebec City, Canada, September 10-14, 2017, Revised Selected Papers STACOM@MICCAI Mihaela Pop, Maxime Sermesant, Pierre-Marc Jodoin, Alain Lalande, Xiahai Zhuang, Guang Yang, Alistair A. Young, Olivier Bernard
2018	J	`jnl`	Structured Pruning of Neural Networks with Budget-Aware Regularization. CoRR Carl Lemaire, Andrew Achkar, Pierre-Marc Jodoin
2018	J	`jnl`	Traffic Analytics With Low-Frame-Rate Videos. IEEE Trans. Circuits Syst. Video Technol. Zhiming Luo, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li, Hugo Larochelle
2017	J	`jnl`	Brain tumor segmentation with Deep Neural Networks. Medical Image Anal. Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
2017	J	`jnl`	Extensive Benchmark and Survey of Modeling Methods for Scene Background Initialization. IEEE Trans. Image Process. Pierre-Marc Jodoin, Lucia Maddalena, Alfredo Petrosino, Yi Wang
2017	J	`jnl`	Graph cut-based method for segmenting the left ventricle from MRI or echocardiographic images. Comput. Medical Imaging Graph. Michaël Bernier, Pierre-Marc Jodoin, Olivier Humbert, Alain Lalande
2017	—	`conf`	GridNet with Automatic Shape Prior Registration for Automatic MRI Cardiac Segmentation. STACOM@MICCAI Clément Zotti, Zhiming Luo, Olivier Humbert, Alain Lalande, Pierre-Marc Jodoin
2017	J	`jnl`	ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Medical Image Anal. Oskar Maier, Bjoern H. Menze, Janina von der Gablentz, Levin Häni, Mattias P. Heinrich, Matthias Liebrand, Stefan Winzeck, Abdul Basit, Paul Bentley, Liang Chen, Daan Christiaens, Francis Dutil, Karl Egger, Chaolu Feng, Ben Glocker, Michael Götz, Tom Haeck, Hanna-Leena Halme, Mohammad Havaei, Khan M. Iftekharuddin, Pierre-Marc Jodoin, et al.
2017	J	`jnl`	Improving pedestrian detection using motion-guided filtering. Pattern Recognit. Lett. Yi Wang, Sébastien Piérard, Song-Zhi Su, Pierre-Marc Jodoin
2017	J	`jnl`	Interactive deep learning method for segmenting moving objects. Pattern Recognit. Lett. Yi Wang, Zhiming Luo, Pierre-Marc Jodoin
2017	A*	`conf`	Non-local Deep Features for Salient Object Detection. CVPR Zhiming Luo, Akshaya Kumar Mishra, Andrew Achkar, Justin A. Eichel, Shaozi Li, Pierre-Marc Jodoin
2017	J	`jnl`	Novel Deep Convolution Neural Network Applied to MRI Cardiac Segmentation. CoRR Clément Zotti, Zhiming Luo, Alain Lalande, Olivier Humbert, Pierre-Marc Jodoin
2016	J	`jnl`	CBDF: Compressed Binary Discriminative Feature. Neurocomputing Li-Chuan Geng, Pierre-Marc Jodoin, Song-Zhi Su, Shao-Zi Li
2016	—	`ch.`	Deep Learning Trends for Focal Brain Pathology Segmentation in MRI. Machine Learning for Health Informatics Mohammad Havaei, Nicolas Guizard, Hugo Larochelle, Pierre-Marc Jodoin
2016	J	`jnl`	Deep learning trends for focal brain pathology segmentation in MRI. CoRR Mohammad Havaei, Nicolas Guizard, Hugo Larochelle, Pierre-Marc Jodoin
2016	J	`jnl`	Retrieval in Long-Surveillance Videos Using User-Described Motion and Object Attributes. IEEE Trans. Circuits Syst. Video Technol. Greg Castañón, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin
2016	J	`jnl`	Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography. IEEE Trans. Medical Imaging Olivier Bernard, Johan G. Bosch, Brecht Heyde, Martino Alessandrini, Daniel Barbosa, Sorina Camarasu-Pop, Frederic Cervenansky, Sébastien Valette, Oana Mirea, Michel Bernier, Pierre-Marc Jodoin, Jaime Santo Domingos, Richard V. Stebbing, Kevin Keraudren, Ozan Oktay, Jose Caballero, Wei Shi, Daniel Rueckert, Fausto Milletari, Seyed-Ahmad Ahmadi, Erik Smistad, Frank Lindseth, Maartje van Stralen, Chen Wang, Örjan Smedby, Erwan Donal, Mark Monaghan, Alex Papachristidis, Marcel L. Geleijnse, Elena Galli, Jan D'hooge
2016	J	`jnl`	Within-brain classification for brain tumor segmentation. Int. J. Comput. Assist. Radiol. Surg. Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin
2015	—	`conf`	A Convolutional Neural Network Approach to Brain Tumor Segmentation. Brainles@MICCAI Mohammad Havaei, Francis Dutil, Chris Pal, Hugo Larochelle, Pierre-Marc Jodoin
2015	J	`jnl`	A new compression format for fiber tracking datasets. NeuroImage Caroline Presseau, Pierre-Marc Jodoin, Jean-Christophe Houde, Maxime Descoteaux
2015	J	`jnl`	Brain Tumor Segmentation with Deep Neural Networks. CoRR Mohammad Havaei, Axel Davy, David Warde-Farley, Antoine Biard, Aaron C. Courville, Yoshua Bengio, Chris Pal, Pierre-Marc Jodoin, Hugo Larochelle
2015	J	`jnl`	High-speed transition patterns for video projection, 3D reconstruction, and copyright protection. Pattern Recognit. Jonathan Boisvert, Marc-Antoine Drouin, Pierre-Marc Jodoin
2015	J	`jnl`	Left-Ventricle Segmentation of SPECT Images of Rats. IEEE Trans. Biomed. Eng. Pierre-Marc Jodoin, Fredy Pinheiro, Alexandra Oudot, Alain Lalande
2015	J	`jnl`	Machine learning and pattern recognition models in change detection. Pattern Recognit. Djamel Bouchaffra, Mohamed Cheriet, Pierre-Marc Jodoin, Diane M. Beck
2015	—	`conf`	Nonlinear Background Filter to Improve Pedestrian Detection. ICIAP Workshops Yi Wang, Sébastien Piérard, Song-Zhi Su, Pierre-Marc Jodoin
2015	J	`jnl`	Novel Graph Cuts Method for Multi-Frame Super-Resolution. IEEE Signal Process. Lett. Dongxiao Zhang, Pierre-Marc Jodoin, Cuihua Li, Yun-Dong Wu, Guo-Rong Cai
2015	J	`jnl`	Signal processing and learning methods for 3D semantic analysis. Signal Process. Yue Gao, Rongrong Ji, Xinbo Gao, Pierre-Marc Jodoin
2015	B	`conf`	Traffic analysis without motion features. ICIP Zhiming Luo, Pierre-Marc Jodoin, Shao-Zi Li, Song-Zhi Su
2015	J	`jnl`	Within-Brain Classification for Brain Tumor Segmentation. CoRR Mohammad Havaei, Hugo Larochelle, Philippe Poulin, Pierre-Marc Jodoin
2014	J	`jnl`	A Novel Video Dataset for Change Detection Benchmarking. IEEE Trans. Image Process. Nil Goyette, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Prakash Ishwar
2014	—	`conf`	CDnet 2014: An Expanded Change Detection Benchmark Dataset. CVPR Workshops Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar
2014	B	`conf`	Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification. ICPR Mohammad Havaei, Pierre-Marc Jodoin, Hugo Larochelle
2014	B	`conf`	Lying-pose detection with training dataset expansion. ICIP Daoxun Xia, Songzhi Su, Shaozi Li, Pierre-Marc Jodoin
2014	J	`jnl`	Retrieval in Long Surveillance Videos using User Described Motion and Object Attributes. CoRR Greg Castañón, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre-Marc Jodoin
2013	B	`conf`	Meta-tracking for video scene understanding. AVSS Pierre-Marc Jodoin, Yannick Benezeth, Yi Wang
2013	J	`jnl`	Perspective-SIFT: An efficient tool for low-altitude remote sensing image registration. Signal Process. Guo-Rong Cai, Pierre-Marc Jodoin, Shao-Zi Li, Yun-Dong Wu, Song-Zhi Su, Zhenkun Huang
2012	J	`jnl`	3D segmentation of abdominal aorta from CT-scan and MR images. Comput. Medical Imaging Graph. Anthony Adam Duquette, Pierre-Marc Jodoin, Olivier Bouchot, Alain Lalande
2012	J	`jnl`	Behavior Subtraction. IEEE Trans. Image Process. Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad
2012	J	`jnl`	Camera-projector matching using unstructured video. Mach. Vis. Appl. Marc-Antoine Drouin, Pierre-Marc Jodoin, Julien Prémont
2012	—	`conf`	Changedetection.net: A new change detection benchmark dataset. CVPR Workshops Nil Goyette, Pierre-Marc Jodoin, Fatih Porikli, Janusz Konrad, Prakash Ishwar
2012	A*	`conf`	Exploratory search of long surveillance videos. ACM Multimedia Gregory D. Castañón, André-Louis Caron, Venkatesh Saligrama, Pierre-Marc Jodoin
2012	B	`conf`	Real-Time Activity Search of Surveillance Video. AVSS Greg Castañón, Venkatesh Saligrama, André-Louis Caron, Pierre-Marc Jodoin
2012	—	`conf`	Stereoscopic reconfiguration for 3D displays. SD&A Jean-Christophe Houde, Pierre-Marc Jodoin, François Deschênes
2011	J	`jnl`	Abnormality detection using low-level co-occurring events. Pattern Recognit. Lett. Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama
2011	J	`jnl`	Image Multidistortion Estimation. IEEE Trans. Image Process. André-Louis Caron, Pierre-Marc Jodoin
2010	J	`jnl`	Activity Based Matching in Distributed Camera Networks. IEEE Trans. Image Process. Erhan Baki Ermis, Pierre Clarot, Pierre-Marc Jodoin, Venkatesh Saligrama
2010	—	`conf`	Camera-projector matching using an unstructured video stream. CVPR Workshops Marc-Antoine Drouin, Pierre-Marc Jodoin, Julien Prémont
2010	J	`jnl`	Comparative study of background subtraction algorithms. J. Electronic Imaging Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2010	C	`conf`	Human Detection with a Multi-sensors Stereovision System. ICISP Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2010	B	`conf`	Search Strategies for Image Multi-distortion Estimation. ICPR André-Louis Caron, Pierre-Marc Jodoin, Christophe Charrier
2010	J	`jnl`	Video Anomaly Identification. IEEE Signal Process. Mag. Venkatesh Saligrama, Janusz Konrad, Pierre-Marc Jodoin
2009	A*	`conf`	Abnormal events detection based on spatio-temporal co-occurences. CVPR Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama, Christophe Rosenberger
2009	J	`jnl`	Behavior Subtraction CoRR Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad
2009	J	`jnl`	Foreground-Adaptive Background Subtraction. IEEE Signal Process. Lett. J. Mike McHugh, Janusz Konrad, Venkatesh Saligrama, Pierre-Marc Jodoin
2009	—	`conf`	Implicit Active-Contouring with MRF. ICIAR Pierre-Marc Jodoin, Venkatesh Saligrama, Janusz Konrad
2009	J	`jnl`	Optical-flow based on an edge-avoidance procedure. Comput. Vis. Image Underst. Pierre-Marc Jodoin, Max Mignotte
2009	—	`conf`	Unsupervised camera network structure estimation based on activity. ICDSC Pierre Clarot, Erhan Baki Ermis, Pierre-Marc Jodoin, Venkatesh Saligrama
2008	—	`conf`	Abnormal behavior detection and behavior matching for networked cameras. ICDSC Erhan Baki Ermis, Venkatesh Saligrama, Pierre-Marc Jodoin, Janusz Konrad
2008	B	`conf`	Markovian method for 2D, 3D and 4D segmentation of MRI. ICIP Pierre-Marc Jodoin, Alain Lalande, Yvon Voisin, Olivier Bouchot, Eric Steinmetz
2008	—	`conf`	Modeling background activity for behavior subtraction. ICDSC Pierre-Marc Jodoin, Janusz Konrad, Venkatesh Saligrama
2008	B	`conf`	Motion detection with an unstable camera. ICIP Pierre-Marc Jodoin, Janusz Konrad, Venkatesh Saligrama, Vincent Veilleux-Gaboury
2008	B	`conf`	Motion detection with false discovery rate control. ICIP J. Mike McHugh, Janusz Konrad, Venkatesh Saligrama, Pierre-Marc Jodoin, David A. Castañón
2008	B	`conf`	Motion segmentation and abnormal behavior detection via behavior clustering. ICIP Erhan Baki Ermis, Venkatesh Saligrama, Pierre-Marc Jodoin, Janusz Konrad
2008	B	`conf`	Review and evaluation of commonly-implemented background subtraction algorithms. ICPR Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2007	J	`jnl`	Segmentation Framework Based on Label Field Fusion. IEEE Trans. Image Process. Pierre-Marc Jodoin, Max Mignotte, Christophe Rosenberger
2007	J	`jnl`	Statistical Background Subtraction Using Spatial Cues. IEEE Trans. Circuits Syst. Video Technol. Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad
2006	—	`conf`	Background Subtraction Framework Based on Local Spatial Distributions. ICIAR (1) Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad
2006	A	`conf`	Detecting Half-Occlusion with a Fast Region-Based Fusion Procedure. BMVC Pierre-Marc Jodoin, Christophe Rosenberger, Max Mignotte
2006	B	`conf`	Light and Fast Statistical Motion Detection Method Based on Ergodic Model. ICIP Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad
2006	J	`jnl`	Markovian segmentation and parameter estimation on graphics hardware. J. Electronic Imaging Pierre-Marc Jodoin, Max Mignotte
2006	B	`conf`	Optical-Flow Based on an Edge-Avoidance Procedure. ICIP Pierre-Marc Jodoin, Max Mignotte
2005	Misc	`conf`	Markovian Energy-Based Computer Vision Algorithms on Graphics Hardware. ICIAP Pierre-Marc Jodoin, Max Mignotte, Jean-François St-Amour
2005	—	`conf`	Motion Segmentation Using a K-Nearest-Neighbor-Based Fusion Procedure of Spatial and Temporal Label Cues. ICIAR Pierre-Marc Jodoin, Max Mignotte
2005	—	`conf`	Unsupervised Markovian Segmentation on Graphics Hardware. ICAPR (2) Pierre-Marc Jodoin, Jean-François St-Amour, Max Mignotte
2004	B	`conf`	An energy-basfd framework using global spatial constraints for the stereo correspondence problem. ICIP Pierre-Marc Jodoin, Max Mignotte
2004	J	`jnl`	Fast hierarchical importance sampling with blue noise properties. ACM Trans. Graph. Victor Ostromoukhov, Charles Donohue, Pierre-Marc Jodoin
2004	B	`conf`	Unsupervised motion detection using a markovian temporal model with global spatial constraints. ICIP Pierre-Marc Jodoin, Max Mignotte
2003	—	`conf`	Halftoning over a hexagonal grid. Color Imaging: Processing, Hardcopy, and Applications Pierre-Marc Jodoin, Victor Ostromoukhov
2002	—	`conf`	Error diffusion with blue-noise properties for midtones. Color Imaging: Device-Independent Color, Color Hardcopy, and Applications Pierre-Marc Jodoin, Victor Ostromoukhov
2002	—	`conf`	Hatching by example: a statistical approach. NPAR Pierre-Marc Jodoin, Emric Epstein, Martin Granger-Piché, Victor Ostromoukhov