Publications


International journals
Geng L-C, Jodoin P-M, Su S-Z., Li S.Z (2014)
CBDF: Compressed Binary Discriminative Feature
submitted to IEEE Transactions on Image Processing

Castanon G, Elgharib M-A, Saligrama V, Jodoin P-M. (2013)
Exploratory Video Search Robust to Low Contrast and Occlusion using Frame-to-Frame Motion and Track-lets
submitted to IEEE Transactions on Image Processing

Goyette N, Jodoin P-M, Porikli F, Konrad J, Ishwar P. (2013)
Novel Dataset for Change Detection Benchmarking
accepted at IEEE Transactions on Image Processing

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 (pdf)

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(pdf)

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(pdf)

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

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(pdf)

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.1057-7149 (pdf)

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 (pdf)

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 (pdf)

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

Jodoin P-M, Mignotte M. (2009)
Optical-Flow Based on an Edge-Avoidance Procedure
Computer Vision and Image Understanding, 113 (4) pp. 511-531(pdf)

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.(pdf)

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 (pdf)

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

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

International conferences
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
Jodoin P-M, Van Droogenbroeck, Pierard S. Wang Y, (2013)
Overview and benchmarking of motion detection methods
Elsevier (in press)

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 (pdf)

Magazine
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).