Journal papers

Z. Luo, F.B.Charron, C.Lemaire, J.Konrad, S.Li, A.Mishra, A. Achkar, J. Eichel, P-M Jodoin (2017)
MIO-TCD: A new benchmark dataset for vehicle classification and localization
submitted at IEEE Transactions on Image Processing

Cousineau M., Jodoin P-M, Morency F., Rozanski V., Grand'Maison M., Bedell B.J., Descoteaux M. (2017)
A Test-Retest Study on Parkinson's PPMI Dataset Yields Statistically Significant White Matter Fascicles
NeuroImage: Clinical, 16, p.222-233

Jodoin P-M, Maddaelena L., Petrosino A., Wang Y. (2017)
Extensive Benchmark and Survey of Background Modeling Methods
IEEE Transactions on Image Processing, 26(11), p.5244-5256

Luo Z, Jodoin P-M, Su S-Z, Li S, Larochelle H (2017)
Traffic Analytics with Low Frame Rate Videos
in press at IEEE Transactions on Circuits and Systems for Video Technology

Bernier M., Jodoin P-M, Humbert O., Lalande A.(2017)
Graph Cut-Based Method for Segmenting the Left Ventricle from MRI or Echocardiographic Images
Computerized medical imaging and graphics, 58, p.1-12

Havaei M., Davy A., Warde-Farley D., Biard A., Courville A., Bengio Y., Pal C., Jodoin P-M, Larochelle H. (2017)
Brain Tumor Segmentation with Deep Neural Networks
Medical Image Analysis, Vol 35, 18-31

Maier O. et al.(2017)
SLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
Medical Image Analysis, Vol 35, 250-269

Wang Y., Piérard S., Su S-Z., Jodoin P-M (2016)
Improving pedestrian detection using motion-guided filtering
Pattern Recognition Letters, 96, p.106-112, ISSN 0167-8655, (http://dx.doi.org/10.1016/j.patrec.2016.11.020)

Wang Y, Luo Z., Jodoin P-M (2016)
Interactive Deep Learning Method for Segmenting Moving Objects
Pattern Recognition Letters, 96, p.66-75, ISSN 0167-8655, (http://dx.doi.org/10.1016/j.patrec.2016.09.014)

Castanon G, Elgharib M-A, Saligrama V, Jodoin P-M. (2016)
Retrieval in Long Surveillance Videos using User-Described Motion & Object Attributes
IEEE Transactions on Circuits and Systems for Video Technology, 26(12):2313 - 2327

Havaei M., Larochelle H., Poulin P., Jodoin P-M. (2016)
Within-Brain Classification for Brain Tumor Segmentation
International Journal of Computer Assisted Radiology and Surgery, 11(5):777-788.

Zhang D., Jodoin P-M, Li C., Cai G, Wu Y. (2015)
Novel Graph cuts Method for Multi-Frame Super Resolution
IEEE Signal Processing Letters. 22(12), 2279-2283.

Geng L-C, Jodoin P-M, Su S-Z., Li S.Z (2015)
CBDF: Compressed Binary Discriminative Feature
Neurocomputing, 184(5) 43-54.

Bernard O. et al.(2015)
Standardized Evaluation System for Left Ventricular Segmentation Algorithms in 3D Echocardiography.
IEEE Transactions on Medical Imaging, 35(4), p.967-977

Jodoin P-M, Pinheiro F., Oudot F., Lalande A.(2015)
Left-Ventricle Segmentation of SPECT Images of Rats
IEEE Transactions on Biomedical Engineering, Volume: 62, Issue: 9, p.2260 - 2268

Presseau C., Jodoin P-M, Descoteaux M. (2015)
A New Compression Format for Fiber Tracking Datasets
NeuroImage, 109(1), Pages 73-83

Boisvert J, Drouin M-A., Jodoin P-M. (2015)
High-speed Transition Patterns for Video Projection, 3D Reconstruction, and Copyright Protection
Pattern Recognition, 48(3), p.720-731.

Goyette N, Jodoin P-M, Porikli F, Konrad J, Ishwar P. (2014)
Novel Dataset for Change Detection Benchmarking
IEEE Transactions on Image Processing, 23(11), p.4663-4679

Cai G, Jodoin P-M, Li S., Wu Y-D, Su S-Z, Huang Z-K (2013)
Perspective SIFT: an efficient tool for low altitude remote sensing image registration
Signal Processing,93(11): 3088-3110

Jodoin P-M., Saligrama V., Konrad J. (2012)
Behavior Subtraction
IEEE Transactions on Image Processing, 21(9),pp.4244-4255

Adam-Duquette A., Jodoin P-M, Bouchot O., and Lalande A. (2012)
3D segmentation of abdominal aorta from CT-scan and MR images.
Computerized Medical Imaging and Graphics, 36(4), pp 294-303

Drouin M-A., Jodoin P-M., and Prémont J. (2012)
Camera-Projector Matching using Unstructured Video
Machine Vision and Applications, 23(5), pp 887-902

Caron A., Jodoin P-M. (2011)
Image Multi-Distortion Estimation
IEEE Transactions on Image Processing,20(12), pp.3442 - 3454

Benezeth Y., Jodoin P-M, and Saligrama V. (2011)
Abnormality Detection Using Low-Level Co-occurring Events
Pattern Recognition Letters, 32(3) pp. 423-431

Ermis E. B., Clarot P., Jodoin P-M, and Saligrama V. (2010)
Activity Matching in Distributed Camera Networks
IEEE Transactions on Image Processing,19(10), pp.2595 - 2613

Saligrama V., Konrad J., and Jodoin P-M. (2010)
A Statistical Approach to Video Anomaly Identification
IEEE Signal Processing Magazine, 27(5), pp.18-33

Benezeth Y., Jodoin P.M., Emile B., Laurent H. and Rosenberger C. (2010)
Comparative Study of Background Subtraction Algorithms
Journal of Electronic Imaging 19(3), pp.1-12

McHugh M., Konrad J., Saligrama V., and Jodoin P-M. (2009)
Foreground-Adaptive Background Subtraction
IEEE Signal Process. Lett., vol. 16, pp. 390-393

Jodoin P-M, Mignotte M. (2009)
Optical-Flow Based on an Edge-Avoidance Procedure
Computer Vision and Image Understanding, 113 (4) pp. 511-53

Jodoin P-M, Mignotte M and Rosenberger C. (2007)
Segmentation Framework Based on a Label Field Fusion
IEEE Transactions on Image Processing, 16(10), p.2535-2550.

Jodoin P-M, Mignotte M and Konrad J. (2007)
Statistical Background Subtraction Methods Using Spatial Cues
IEEE Transactions on Circuits and Systems for Video Technology

Jodoin P-M, Mignotte M (2006)
Markovian Segmentation et Parameter Estimation on Graphics Hardware
Journal of Electrical Imaging, 15(3), 330-345.

Ostromoukhov V., Donohue C. and Jodoin P-M., (2004)
Fast Hierarchical Importance Sampling with Blue Noise Properties
SIGGRAPH, 23(3), 488-495.

Conference papers

Zotti C., Luo Z., Humbert O., Lalande A., Jodoin P-M (2017)
GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
MICCAI - ACDC Challenge

Luo Z, Mishra A, Achkar A, Eichel J, Li S-Z, Jodoin P-M (2017)
Non-Local Deep Features for Salient Object Detection
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017)

Dutil F., Havaei M., Pal C., Larochelle H., Jodoin P-M.(2015)
A Convolutional Neural Network Approach to Brain Lesion Segmentation
MICCAI - ISLES Challenge

Havaei M., Dutil F., Pal C., Larochelle H., Jodoin P-M.(2015)
A Convolutional Neural Network Approach to Brain Tumor Segmentation
MICCAI - BRATS Challenge

Wang Y, Pierard S, Su S-Z, Jodoin P-M,(2015)
Nonlinear Background Filter to Improve Pedestrian Detection
in proc of Scene Background Modeling and Initialization

Croteau E, Sarrhini O, Gascon S, Rousseau J., Lecomte R, Jodoin P-M (2015)
Comparison of semi-automatic cardiac analysis software for the evaluation of the left ventricular ejection fraction in small animal PET
in proc of Society of Nuclear Medicine and Molecular Imaging (SNMMI) Conference(abstract).

Luo Z., Jodoin P-M, Li S-Z, Su S-Z. (2105)
Traffic Analysis without Motion Features
in proc of IEEE International Conference on Image Processing (ICIP)

Bernier M., Jodoin P-M, Lalande A. (2014)
Automatized Evaluation of the Left Ventricular Ejection Fraction from Echocardiographic Images Using Graph Cut
The MIDAS Journal - Challenge on Endocardial Three-dimensional Ultrasound Segmentation (MICCAI) (pdf)

Davy A., Havaei M., Warde-Farley D., Biard A., Tran L., Jodoin P-M, Courville A, Larochelle H, Pal C, Bengio Y (2014)
Brain Tumor Segmentation with Deep Neural Networks
MICCAI - BRATS Challenge(pdf)

Wang Y., Jodoin P-M, Porikli F., Konrad J., Benezeth Y, Ishwar P (2014)
CDnet 2014: An Expanded Change Detection Benchmark Dataset
IEEE CVPR change detection workshop (pdf)

Xia D-X, Su S-Z, Li S., Jodoin P-M (2014)
Lying-Pose Detection with Training Dataset Expansion
IEEE International Conference on Image Processing (ICIP)

Havaei M., Jodoin P-M, Larochelle H. (2014)
Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification
International Conference on Pattern Recognition (ICPR)

Jodoin P-M, Benezeth Y, Wang Y. (2013)
Meta-Tracking for Video Scene Understanding
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) (pdf)

Castanon G, Jodoin P-M, Saligrama V. (2012)
Exploratory Search of Long Surveillance Video
,ACM-Multimedia'12.

Castanon G, Jodoin P-M, Saligrama V. (2012)
Exploratory Search of Long Surveillance Video
Demo session at CVPR'12.

Castanon G, Caron A., Jodoin P-M, Saligrama V. (2012)
Real-Time Activity Search of Surveillance Video
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Beijing.

Goyette N., Jodoin P-M, Porikli F., Konrad J. and Ishwar P. (2012)
changedetection.net: A New Change Detection Benchmark Dataset,
IEEE CVPR change detection workshop (pdf)

Houde J-C, Jodoin P-M, Deschênes F. (2012)
Stereoscopic reconfiguration for 3D displays,
SPIE, Stereoscopic Displays and Applications XXIII (pdf)

Drouin M-A., Jodoin P-M., and Prémont J. (2010)
Camera-Projector Matching Using an Unstructured Video Stream
IEEE PROCAMS 2010, 33:40 (pdf)

Benezeth Y., Jodoin P-M. , Emile B., Laurent H., and Rosenberger C. (2010)
Human detection with a multi-sensors stereovision system
International Conference on Image and Signal Processing (ICISP) 2010, vol. 6134, pp. 228-235 (pdf)

Caron A., Jodoin P-M, and Charrier C. (2010)
Search Strategies for Image Multi-Distortion Estimation
International Conference on Pattern Recognition (ICPR), 2010 1:4 (pdf).

Jodoin P-M, Saligrama V. Konrad J.(2009)
Implicit Active-Contouring with MRF
International Conference on Image Analysis and Recognition (ICIAR), 2009.(pdf)

Benezeth Y., Jodoin P.M., Saligrama V. and Rosenberger C (2009)
Abnormal Events Detection Based on Spatio-Temporal Co-occurences
IEEE Computer Vision and Pattern Recognition (CVPR) 2009. (pdf)

Clarot P, Baki E., Jodoin P-M., Saligrama V. (2009)
Unsupervised Camera Network Structure Estimation Based on Activity
IEEE International Conference on Distributed Smart Cameras (ICDSC) 2009. (pdf)

Jodoin P-M, Konrad J. and Saligrama V. (2008)
Modeling Background Activity for Surveillance Applications
IEEE International Conference on Distributed Smart Cameras 2008 (pdf)

Baki E., Saligrama S., Jodoin P-M, Konrad J. (2008)
Abnormal Behavior Detection and Behavior Matching for Networked Cameras
IEEE International Conference on Distributed Smart Cameras 2008 (pdf)

Benezeth Y., Jodoin P.M., Emile B., Laurent H. and Rosenberger C. (2008)
Review and Evaluation of Commonly-Implemented Background Subtraction Algorithm
International Conference on Pattern Recognition 2008. (pdf)

Baki E., Saligrama S., Jodoin P-M, Konrad J. (2008)
Motion Segmentation and Abnormal Behavior Detection via Behavior Clustering
IEEE International Conference on Image Processing, 2008. (pdf)

Jodoin P-M, Konrad J., Saligrama V. and Gaboury V. (2008)
Motion Detection with an Unstable Camera
IEEE International Conference on Image Processing, 2008. (pdf)

McHugh M., Konrad J., Saligrama V., Jodoin P-M, and Castanon D. (2008)
Motion Detection with False Discovery Rate Control
IEEE International Conference on Image Processing, 2008. (pdf)

Jodoin P-M, Voisin Y., Lalande A. and Bouchot O. Steinmetz E. (2008)
A new technique for reconstructing 3D data from IRM images
IEEE International Conference on Image Processing, 2008. (pdf)

Jodoin P-M, Saligrama V. and Konrad J. (2008)
Behavior Subtraction
Visual Communications and Image Processing, 2008 (pdf)

Jodoin P-M, Rosenberger C. and Mignotte M. (2006)
Detecting Half-Occlusion with a Fast Region-Based Fusion Procedure
British Machine Vision Conference, Edinburgh, Écosse,1 : 417-426 (pdf)

Jodoin P-M, Mignotte M. and Konrad J. (2006)
Background Subtraction Framework Based on a Local Spatial Distribution
International Conference on Image Analysis and Recognition, Porto, Portugal, 1 (pdf)

Jodoin P-M, Mignotte M. (2006)
Optical-Flow Based on an Edge-Avoidance Procedure
IEEE International Conference on Image Processing, Atlanta, USA, 1 (pdf)

Jodoin P-M, Mignotte M. and Konrad J. (2006)
Light et Fast Statistical Motion Detection Method Based on Ergodic Model
IEEE International Conference on Image Processing, Atlanta, USA, 2 : 121 :125 (pdf)

Jodoin P-M, Mignotte M and St-Amour J-F (2005)
Markovian Energy-Based Computer Vision Algorithms on Graphics Hardware
International Conference on Image Analysis and Processing, Cagliari, Italie, 1: 592-603 (pdf)

Jodoin P-M, St-Amour J-F and Mignotte M (2005)
Unsupervised Markovian Segmentation on Graphics Hardware
International Conference on Advances in Pattern Recognition, Bath, UK, 2: 444-454 (pdf)

Jodoin P-M, Mignotte M (2005)
Motion Segmentation Using a K-nearest-Neighbor-Based Fusion Procedure of Spatial and Temporal Label Cues
International Conference on Image Analysis et Recognition, Toronto, Canada, 1: 778-788(pdf)

Jodoin P-M, Mignotte M (2004)
Unsupervised Motion Detection Using a Markovian Temporal Model with Global Spatial Constraints
IEEE International Conference on Image Processing, Singapour, 1: 2591-2594 (pdf)

Jodoin P-M, Mignotte M (2004)
An Energy-Based Framework Using Global Spatial Constraints for the Stereo Correspondence Problem
IEEE International Conference on Image Processing, Singapour 1: 3001-3004 (pdf)

Côté M, Jodoin P-M, Donohue C and Ostromoukhov V, (2004)
Non-Photorealistic Rendering of Hair for Animated Cartoons
GRAPHICON, Moscou, Russie (pdf)

Jodoin P-M, Ostromoukhov V, (2003)
Halftoning Over a Hexagonal Grid
SPIE International Society for Optical Engineering, San Jose, USA, 5008, 443--454. (pdf)

Jodoin P-M, Epstein E, Granger-Piché M and Ostromoukhov V, (2002)
Hatching by Example: a Statistical Approach
Non-Photorealistic Animation and Rendering, Annecy, France,1: 29-36 (pdf)

Jodoin P-M and Ostromoukhov V, (2002)
Error-Diffusion with Blue-Noise Properties for Midtones
SPIE International Society for Optical Engineering, San Jose, USA, 4663, 293--301. (pdf)

Book Chapters

M Havaei, N. Guizard, H. Larochelle, P-M Jodoin (2016)
Deep learning trends for focal brain pathology segmentation in MRI
in Machine Learning for Health Informatics, State-of-the-art and future challenges, (pp. 125-148) LNAI 9605, Springer International Publishing

Jodoin P-M, Van Droogenbroeck, Pierard S. Wang Y, (2014)
Overview and benchmarking of motion detection methods
in Background Modeling and Foreground Detection for Video Surveillance, chapter 24. Chapman and Hall/CRC, July 2014.

Benezeth Y., Jodoin P-M, and Saligrama V. (2011)
Modeling Patterns of Activity and Detecting Abnormal Events with Low-Level co-Occurences
Distributed Video Sensor Networks, Springer, Jan 2011

Ermis E, Saligrama V, and Jodoin P-M (2009)
Information Fusion and Anomaly Detection with Uncalibrated Cameras in Video Surveillance
MIT Press, Boston, USA (p)df)

Others

Jodoin P-M, Saligrama V. Konrad J.(2009)
Behavior subtraction, a new tool for video analytics", SPIE Newsroom, Electronic Imaging & Signal Processing (http://spie.org/x2432.xml).






Created by Pierre-Marc Jodoin