Samuel Foucher

79 papers B 1C 24Misc 1Journal 21Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weakly supervised framework for wildlife detection and counting in challenging Arctic environments: a case study on caribou (Rangifer tarandus). CoRR Ghazaleh Serati, Samuel Foucher, Jérôme Théau
2025	J	`jnl`	Fusion or Confusion? Assessing the impact of visible-thermal image fusion for automated wildlife detection. CoRR Camille Dionne-Pierre, Samuel Foucher, Jérôme Théau, Jérôme Lemaitre, Patrick Charbonneau, Maxime Brousseau, Mathieu Varin
2025	J	`jnl`	Lacking Data? No worries! How synthetic images can alleviate image scarcity in wildlife surveys: a case study with muskox (Ovibos moschatus). CoRR Simon Durand, Samuel Foucher, Alexandre Delplanque, Joëlle Taillon, Jérôme Théau
2024	C	`conf`	A Self-Supervised Approach for Producing A Land Use Map for Southern Quebec. IGARSS Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain
2024	J	`jnl`	Synthetic Data for Sentinel-2 Semantic Segmentation. Remote. Sens. Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain
2024	J	`jnl`	Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning. Ecol. Informatics Alexandre Delplanque, Julie Linchant, Xavier Vincke, Richard Lamprey, Jérôme Théau, Cédric Vermeulen, Samuel Foucher, Amara Ouattara, Roger Kouadio, Philippe Lejeune
2023	J	`jnl`	Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI. Remote. Sens. Saeid Ojaghi, Yacine Bouroubi, Samuel Foucher, Martin Bergeron, Cedric Seynat
2022	J	`jnl`	A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions. IEEE Trans. Affect. Comput. Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
2020	J	`jnl`	Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning. Frontiers Artif. Intell. Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau
2020	J	`jnl`	New Interferometric Phase Unwrapping Method Based on Energy Minimization From Contextual Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ayoub Tlili, François Cavayas, Samuel Foucher, Gabriela Lianet Siles
2019	C	`conf`	A New Interferometric Phase Unwrapping Method Based on Energy Minimization from Contextual Modeling. IGARSS Ayoub Tlili, François Cavayas, Samuel Foucher
2019	C	`conf`	Applying Machine Learning to Earth Observations In A Standards Based Workflow. IGARSS Tom Landry, Martin Sotir, Jean-François Rajotte, David Byrns, Francis Charette Migneault, Mario Beaulieu, Pierre-Luc St-Charles, Samuel Foucher, Claude Chapdelaine, Ayoub Tlili, Cedric Noiseux
2019	—	`conf`	Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring. IPTA Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
2019	C	`conf`	Multimodal Approach for Flood Monitoring from Time-Series Satellite Images Combining Attribute Filters and Kohonen Map. IGARSS Moslem Ouled Sghaier, Samuel Foucher, Tom Landry
2019	C	`conf`	Revisiting an Iterative Speckle Filtering Technique. IGARSS Samuel Foucher, Mario Beaulieu, François Cavayas, Mohamed Dahmane
2018	C	`conf`	A Multiscale Based Approach for River Extraction from SAR Images Using Attribute Filters. IGARSS Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage, Tom Landry
2018	C	`conf`	Bridging Climate and Earth Observation Data Analytics in a Federated Cloud Infrastructure Using Interoperable Multidisciplinary Workflows. IGARSS Tom Landry, Samuel Foucher, David Byrns, Kevin Heffner, David Huard, Blaise Gauvin St-Denis, Diane Chaumont, Nils Hempelmarui, Stephen Kindermann, Brian Low
2018	—	`conf`	Combating Insider Threats by User Profiling from Activity Logging Data. ICDIS Mohamed Dahmane, Samuel Foucher
2018	C	`conf`	Deep Image- To-Image Transfer Applied to Resolution Enhancement of Sentinel-2 Images. IGARSS Mario Beaulieu, Samuel Foucher, Dan Haberman, Colin Stewart
2018	J	`jnl`	Flood Extent Mapping from Time-Series SAR Images Based on Texture Analysis and Data Fusion. Remote. Sens. Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
2018	C	`conf`	Localizing People in Crosswalks using Visual Odometry: Preliminary Results. ICPRAM Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher
2017	—	`conf`	Are You Smiling as a Celebrity? Latent Smile and Gender Recognition. ICIAR Mohamed Dahmane, Samuel Foucher, David Byrns
2017	—	`ch.`	Clustering of Geospatial Big Data in a Distributed Environment. Encyclopedia of GIS Thomas Triplet, Samuel Foucher
2017	C	`conf`	Deep speckle noise filtering. IGARSS Samuel Foucher, Mario Beaulieu, Mohamed Dahmane, François Cavayas
2017	—	`conf`	Exploiting Semantic Segmentation for Robust Camera Motion Classification. ICIAR François-Xavier Derue, Mohamed Dahmane, Marc Lalonde, Samuel Foucher
2017	C	`conf`	Flood hazard mapping from SAR images using texture analysis and fuzzy logic. IGARSS Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
2017	J	`jnl`	River Extraction From High-Resolution SAR Images Combining a Structural Feature Set and Mathematical Morphology. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage
2017	—	`conf`	Stroke Width Transform for Linear Structure Detection: Application to River and Road Extraction from High-Resolution Satellite Images. ICIAR Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
2017	—	`conf`	The Potential of Deep Features for Small Object Class Identification in Very High Resolution Remote Sensing Imagery. ICIAR Mohamed Dahmane, Samuel Foucher, Mario Beaulieu, Yacine Bouroubi, Mathieu Benoit
2016	C	`conf`	Combination of texture and shape analysis for a rapid rivers extraction from high resolution SAR images. IGARSS Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage, Mohamed Dahmane
2016	C	`conf`	Object detection in pleiades images using deep features. IGARSS Mohamed Dahmane, Samuel Foucher, Mario Beaulieu, F. Riendeau, Yacine Bouroubi, Mathieu Benoit
2016	J	`jnl`	Optimum Graph Cuts for Pruning Binary Partition Trees of Polarimetric SAR Images. IEEE Trans. Geosci. Remote. Sens. Philippe Salembier, Samuel Foucher
2016	—	`conf`	Solving Rendering Issues in Realistic 3D Immersion for Visual Rehabilitation. ECCV Workshops (2) Tristan Carrier Baudouin, Claude Chapdelaine, Marc Lalonde, Philippe Quinn, Samuel Foucher
2015	—	`conf`	Localizing people in crosswalks with a moving handheld camera: proof of concept. Image Processing: Machine Vision Applications Marc Lalonde, Claude Chapdelaine, Samuel Foucher
2014	J	`jnl`	Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques. IEEE Trans. Image Process. Samuel Foucher, Carlos López-Martínez
2014	C	`conf`	Low-level processing of PolSAR images with binary partition trees. IGARSS Philippe Salembier, Samuel Foucher, Carlos López-Martínez
2014	J	`jnl`	Remote Sensing Image Processing with Graph Cut of Binary Partition Trees. Res. Comput. Sci. Philippe Salembier, Samuel Foucher
2012	C	`conf`	An evaluation of PolSAR speckle filters on Compact-Pol images. IGARSS Samuel Foucher, Tom Landry, Carlos López-Martínez, François Charbonneau, Langis Gagnon
2012	C	`conf`	The polarimetric ratio filter applied to polinsar images. IGARSS Samuel Foucher, Carlos López-Martínez, François Charbonneau
2011	—	`conf`	A system for airport surveillance: detection of people running, abandoned objects, and pointing gestures. Visual Information Processing Samuel Foucher, Marc Lalonde, Langis Gagnon
2011	J	`jnl`	Application of evidential reasoning to improve the mapping of regenerating forest stands. Int. J. Appl. Earth Obs. Geoinformation Brice Mora, Richard A. Fournier, Samuel Foucher
2011	—	`conf`	CRIM Notebook Paper - TRECVID 2011 Surveillance Event Detection. TRECVID Samuel Foucher, Marc Lalonde, Langis Gagnon
2010	—	`conf`	A computer-vision-assisted system for Videodescription scripting. CVPR Workshops Langis Gagnon, Claude Chapdelaine, David Byrns, Samuel Foucher, Maguelonne Héritier, Vishwa Gupta
2010	—	`conf`	Automatic scene activity modeling for improving object classification. Visual Information Processing Samuel Foucher, Marc Lalonde, Langis Gagnon
2010	—	`conf`	CRIM Notebook Paper - TRECVID 2010 Surveillance Event Detection. TRECVID Samuel Foucher, Marc Lalonde, Langis Gagnon
2010	C	`conf`	Exploitation of the additive component of the polarimetric noise model for speckle filtering. IGARSS Samuel Foucher, Gregory Farage, Carlos López-Martínez
2010	—	`conf`	Unconstrained license plate detection using the Hausdorff distance. Visual Information Processing Marc Lalonde, Samuel Foucher, Langis Gagnon
2009	—	`conf`	An Evaluation of PolSAR Speckle Filters. IGARSS (4) Samuel Foucher, Carlos López-Martínez
2009	—	`conf`	CRIM´s Content-Based Copy Detection System for TRECVID. TRECVID Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal
2009	—	`conf`	Impact of Gaze Analysis on the Design of a Caption Production Software. HCI (7) Claude Chapdelaine, Samuel Foucher, Langis Gagnon
2009	J	`jnl`	Places Clustering of Full-Length Film Key-Frames Using Latent Aspect Modeling Over SIFT Matches. IEEE Trans. Circuits Syst. Video Technol. Maguelonne Héritier, Langis Gagnon, Samuel Foucher
2009	J	`jnl`	Segmentation of non-natural objects in landscape images using ridgelet transform. J. Electronic Imaging Langis Gagnon, Samuel Foucher
2009	J	`jnl`	Towards computer-vision software tools to increase production and accessibility of video description for people with vision loss. Univers. Access Inf. Soc. Langis Gagnon, Samuel Foucher, Maguelonne Héritier, Marc Lalonde, David Byrns, Claude Chapdelaine, James Turner, Suzanne Mathieu, Denis Laurendeau, Nath Tan Nguyen, Denis Ouellet
2008	—	`conf`	CRIM Notebook Paper - TRECVID 2008 Video Copy Detection Using Latent Aspect Modeling Over SIFT Matches. TRECVID Maguelonne Héritier, Samuel Foucher, Langis Gagnon
2008	—	`conf`	Evidential Reasoning Applied to Mapping Regeneration of Forest Stand using Multisource Geospatial Data. IGARSS (3) Brice Mora, Richard A. Fournier, Samuel Foucher, Goze B. Bénié, Kim Lowell
2008	—	`conf`	SAR Image Filtering Via Learned Dictionaries and Sparse Representations. IGARSS (1) Samuel Foucher
2008	—	`conf`	Turbo Speckle Filtering applied to PolSAR Data. IGARSS (4) Gregory Farage, Samuel Foucher, Carlos López-Martínez, Goze B. Bénié
2007	—	`conf`	A system to automatically track humans and vehicles with a PTZ camera. Visual Information Processing Marc Lalonde, Samuel Foucher, Langis Gagnon, E. Pronovost, Maxime Derenne, A. Janelle
2007	C	`conf`	Application of bootstrap techniques for the estimation of Target Decomposition parameters in RADAR polarimetry. IGARSS Samuel Foucher, Gregory Farage, Goze B. Bénié
2007	—	`conf`	Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques. CRV Samuel Foucher, Langis Gagnon
2007	—	`conf`	Key-Places Detection and Clustering in Movies Using Latent Aspects. ICIP (2) Maguelonne Héritier, Samuel Foucher, Langis Gagnon
2007	C	`conf`	Multiscale filtering of SAR images using scale and space consistency. IGARSS Samuel Foucher
2007	C	`conf`	PolSAR image filtering based on feature detection using the wavelet transform. IGARSS Gregory Farage, Samuel Foucher, Goze B. Bénié
2006	—	`conf`	A Dempster-Shafer Based Fusion Approach for Audio-Visual Speech Recognition with Application to Large Vocabulary French Speech. ICASSP (1) Samuel Foucher, France Laliberté, Gilles Boulianne, Langis Gagnon
2006	—	`conf`	A system for tracking and recognizing pedestrian faces using a network of loosely coupled cameras. Visual Information Processing Langis Gagnon, France Laliberté, Samuel Foucher, Alexandra Branzan Albu, Denis Laurendeau
2006	C	`conf`	Comparison of PolSAR Speckle Filtering Techniques. IGARSS Gregory Farage, Samuel Foucher, Goze B. Bénié
2006	C	`conf`	Speckle Filtering of PolSAR and PolInSAR Images using Trace-based Partial Differential Equations. IGARSS Samuel Foucher, Gregory Farage, Goze B. Bénié
2004	—	`conf`	Face recognition in video using Dempster-Shafer theory. ICASSP (3) Samuel Foucher, Langis Gagnon
2004	—	`conf`	Global semantic classification of scenes using ridgelet transform. Human Vision and Electronic Imaging Samuel Foucher, Valérie Gouaillier, Langis Gagnon
2004	B	`conf`	Software for Automatic Detection and Monitoring of Fluorescent Lesions in Mice. CBMS Samuel Foucher, Marc Lalonde, Langis Gagnon, A.-M. Steff
2003	J	`jnl`	Contribution of the fractal dimension to multiscale adaptive filtering of SAR imagery. IEEE Trans. Geosci. Remote. Sens. Mickaël Germain, Goze B. Bénié, Jean-Marc Boucher, Samuel Foucher, Ko Fung, Kalifa Goita
2003	C	`conf`	Multi- spectral image resolution refinement using stationary wavelet transform. IGARSS Mario Beaulieu, Samuel Foucher, Langis Gagnon
2003	C	`conf`	Multiscale classification and filtering of SAR images using Dempster-Shafer theory. IGARSS Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
2003	—	`conf`	Wavelet filtering of correlated speckle. Visual Information Processing Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
2002	J	`jnl`	Multisource classification using ICM and Dempster-Shafer theory. IEEE Trans. Instrum. Meas. Samuel Foucher, Mickaël Germain, Jean-Marc Boucher, Goze B. Bénié
2001	J	`jnl`	Multiscale MAP filtering of SAR images. IEEE Trans. Image Process. Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher
1999	—	`conf`	Multiscale and Multisource Classification Using Dempster-Shafer Theory. ICIP (1) Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
1998	Misc	`conf`	Wavelet filtering of SAR images based on non-Gaussian assumptions. ICASSP Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher
1996	—	`conf`	Unsupervised multiscale speckle filtering. ICIP (1) Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher