Samuel Foucher

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 28

Top Topics

Polarimetric Sar

Semantic Segmentation

Texture Analysis

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain
Synthetic Data for Sentinel-2 Semantic Segmentation. Remote. Sens. 16 (5) (2024)
Alexandre Delplanque, Julie Linchant, Xavier Vincke, Richard Lamprey, Jérôme Théau, Cédric Vermeulen, Samuel Foucher, Amara Ouattara, Roger Kouadio, Philippe Lejeune
Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning. Ecol. Informatics 82 (2024)
Saeid Ojaghi, Yacine Bouroubi, Samuel Foucher, Martin Bergeron, Cedric Seynat
Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI. Remote. Sens. 15 (3) (2023)
Mohamed Dahmane, Jahangir Alam, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions. IEEE Trans. Affect. Comput. 13 (2) (2022)
Justine Boulent, Pierre-Luc St-Charles, Samuel Foucher, Jérôme Théau
Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning. Frontiers Artif. Intell. 3 (2020)
Ayoub Tlili, François Cavayas, Samuel Foucher, Gabriela Lianet Siles
New Interferometric Phase Unwrapping Method Based on Energy Minimization From Contextual Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Moslem Ouled Sghaier, Samuel Foucher, Tom Landry
Multimodal Approach for Flood Monitoring from Time-Series Satellite Images Combining Attribute Filters and Kohonen Map. IGARSS (2019)
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
Applying Machine Learning to Earth Observations In A Standards Based Workflow. IGARSS (2019)
Samuel Foucher, Mario Beaulieu, François Cavayas, Mohamed Dahmane
Revisiting an Iterative Speckle Filtering Technique. IGARSS (2019)
Ayoub Tlili, François Cavayas, Samuel Foucher
A New Interferometric Phase Unwrapping Method Based on Energy Minimization from Contextual Modeling. IGARSS (2019)
Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher
Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring. IPTA (2019)
Mohamed Dahmane, Samuel Foucher
Combating Insider Threats by User Profiling from Activity Logging Data. ICDIS (2018)
Tom Landry, Samuel Foucher, David Byrns, Kevin Heffner, David Huard, Blaise Gauvin St-Denis, Diane Chaumont, Nils Hempelmarui, Stephen Kindermann, Brian Low
Bridging Climate and Earth Observation Data Analytics in a Federated Cloud Infrastructure Using Interoperable Multidisciplinary Workflows. IGARSS (2018)
Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
Flood Extent Mapping from Time-Series SAR Images Based on Texture Analysis and Data Fusion. Remote. Sens. 10 (2) (2018)
Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage, Tom Landry
A Multiscale Based Approach for River Extraction from SAR Images Using Attribute Filters. IGARSS (2018)
Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher
Localizing People in Crosswalks using Visual Odometry: Preliminary Results. ICPRAM (2018)
Mario Beaulieu, Samuel Foucher, Dan Haberman, Colin Stewart
Deep Image- To-Image Transfer Applied to Resolution Enhancement of Sentinel-2 Images. IGARSS (2018)
Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage
River Extraction From High-Resolution SAR Images Combining a Structural Feature Set and Mathematical Morphology. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Samuel Foucher, Mario Beaulieu, Mohamed Dahmane, François Cavayas
Deep speckle noise filtering. IGARSS (2017)
Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
Stroke Width Transform for Linear Structure Detection: Application to River and Road Extraction from High-Resolution Satellite Images. ICIAR (2017)
Mohamed Dahmane, Samuel Foucher, Mario Beaulieu, Yacine Bouroubi, Mathieu Benoit
The Potential of Deep Features for Small Object Class Identification in Very High Resolution Remote Sensing Imagery. ICIAR (2017)
Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage
Flood hazard mapping from SAR images using texture analysis and fuzzy logic. IGARSS (2017)
François-Xavier Derue, Mohamed Dahmane, Marc Lalonde, Samuel Foucher
Exploiting Semantic Segmentation for Robust Camera Motion Classification. ICIAR (2017)
Mohamed Dahmane, Samuel Foucher, David Byrns
Are You Smiling as a Celebrity? Latent Smile and Gender Recognition. ICIAR (2017)
Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage, Mohamed Dahmane
Combination of texture and shape analysis for a rapid rivers extraction from high resolution SAR images. IGARSS (2016)
Philippe Salembier, Samuel Foucher
Optimum Graph Cuts for Pruning Binary Partition Trees of Polarimetric SAR Images. IEEE Trans. Geosci. Remote. Sens. 54 (9) (2016)
Mohamed Dahmane, Samuel Foucher, Mario Beaulieu, F. Riendeau, Yacine Bouroubi, Mathieu Benoit
Object detection in pleiades images using deep features. IGARSS (2016)
Tristan Carrier Baudouin, Claude Chapdelaine, Marc Lalonde, Philippe Quinn, Samuel Foucher
Solving Rendering Issues in Realistic 3D Immersion for Visual Rehabilitation. ECCV Workshops (2) (2016)
Marc Lalonde, Claude Chapdelaine, Samuel Foucher
Localizing people in crosswalks with a moving handheld camera: proof of concept. Image Processing: Machine Vision Applications (2015)
Samuel Foucher, Carlos López-Martínez
Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques. IEEE Trans. Image Process. 23 (4) (2014)
Philippe Salembier, Samuel Foucher, Carlos López-Martínez
Low-level processing of PolSAR images with binary partition trees. IGARSS (2014)
Samuel Foucher, Carlos López-Martínez, François Charbonneau
The polarimetric ratio filter applied to polinsar images. IGARSS (2012)
Samuel Foucher, Tom Landry, Carlos López-Martínez, François Charbonneau, Langis Gagnon
An evaluation of PolSAR speckle filters on Compact-Pol images. IGARSS (2012)
Brice Mora, Richard A. Fournier, Samuel Foucher
Application of evidential reasoning to improve the mapping of regenerating forest stands. Int. J. Appl. Earth Obs. Geoinformation 13 (3) (2011)
Samuel Foucher, Marc Lalonde, Langis Gagnon
CRIM Notebook Paper - TRECVID 2011 Surveillance Event Detection. TRECVID (2011)
Samuel Foucher, Marc Lalonde, Langis Gagnon
A system for airport surveillance: detection of people running, abandoned objects, and pointing gestures. Visual Information Processing (2011)
Langis Gagnon, Claude Chapdelaine, David Byrns, Samuel Foucher, Maguelonne Héritier, Vishwa Gupta
A computer-vision-assisted system for Videodescription scripting. CVPR Workshops (2010)
Samuel Foucher, Marc Lalonde, Langis Gagnon
Automatic scene activity modeling for improving object classification. Visual Information Processing (2010)
Samuel Foucher, Marc Lalonde, Langis Gagnon
CRIM Notebook Paper - TRECVID 2010 Surveillance Event Detection. TRECVID (2010)
Marc Lalonde, Samuel Foucher, Langis Gagnon
Unconstrained license plate detection using the Hausdorff distance. Visual Information Processing (2010)
Samuel Foucher, Gregory Farage, Carlos López-Martínez
Exploitation of the additive component of the polarimetric noise model for speckle filtering. IGARSS (2010)
Claude Chapdelaine, Samuel Foucher, Langis Gagnon
Impact of Gaze Analysis on the Design of a Caption Production Software. HCI (7) (2009)
Maguelonne Héritier, Langis Gagnon, Samuel Foucher
Places Clustering of Full-Length Film Key-Frames Using Latent Aspect Modeling Over SIFT Matches. IEEE Trans. Circuits Syst. Video Technol. 19 (6) (2009)
Langis Gagnon, Samuel Foucher
Segmentation of non-natural objects in landscape images using ridgelet transform. J. Electronic Imaging 18 (2) (2009)
Samuel Foucher, Carlos López-Martínez
An Evaluation of PolSAR Speckle Filters. IGARSS (4) (2009)
Langis Gagnon, Samuel Foucher, Maguelonne Héritier, Marc Lalonde, David Byrns, Claude Chapdelaine, James Turner, Suzanne Mathieu, Denis Laurendeau, Nath Tan Nguyen, Denis Ouellet
Towards computer-vision software tools to increase production and accessibility of video description for people with vision loss. Univers. Access Inf. Soc. 8 (3) (2009)
Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal
CRIM´s Content-Based Copy Detection System for TRECVID. TRECVID (2009)
Gregory Farage, Samuel Foucher, Carlos López-Martínez, Goze B. Bénié
Turbo Speckle Filtering applied to PolSAR Data. IGARSS (4) (2008)
Samuel Foucher
SAR Image Filtering Via Learned Dictionaries and Sparse Representations. IGARSS (1) (2008)
Brice Mora, Richard A. Fournier, Samuel Foucher, Goze B. Bénié, Kim Lowell
Evidential Reasoning Applied to Mapping Regeneration of Forest Stand using Multisource Geospatial Data. IGARSS (3) (2008)
Maguelonne Héritier, Samuel Foucher, Langis Gagnon
CRIM Notebook Paper - TRECVID 2008 Video Copy Detection Using Latent Aspect Modeling Over SIFT Matches. TRECVID (2008)
Samuel Foucher, Langis Gagnon
Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques. CRV (2007)
Gregory Farage, Samuel Foucher, Goze B. Bénié
PolSAR image filtering based on feature detection using the wavelet transform. IGARSS (2007)
Samuel Foucher, Gregory Farage, Goze B. Bénié
Application of bootstrap techniques for the estimation of Target Decomposition parameters in RADAR polarimetry. IGARSS (2007)
Samuel Foucher
Multiscale filtering of SAR images using scale and space consistency. IGARSS (2007)
Marc Lalonde, Samuel Foucher, Langis Gagnon, E. Pronovost, Maxime Derenne, A. Janelle
A system to automatically track humans and vehicles with a PTZ camera. Visual Information Processing (2007)
Maguelonne Héritier, Samuel Foucher, Langis Gagnon
Key-Places Detection and Clustering in Movies Using Latent Aspects. ICIP (2) (2007)
Samuel Foucher, France Laliberté, Gilles Boulianne, Langis Gagnon
A Dempster-Shafer Based Fusion Approach for Audio-Visual Speech Recognition with Application to Large Vocabulary French Speech. ICASSP (1) (2006)
Langis Gagnon, France Laliberté, Samuel Foucher, Alexandra Branzan Albu, Denis Laurendeau
A system for tracking and recognizing pedestrian faces using a network of loosely coupled cameras. Visual Information Processing (2006)
Gregory Farage, Samuel Foucher, Goze B. Bénié
Comparison of PolSAR Speckle Filtering Techniques. IGARSS (2006)
Samuel Foucher, Gregory Farage, Goze B. Bénié
Speckle Filtering of PolSAR and PolInSAR Images using Trace-based Partial Differential Equations. IGARSS (2006)
Samuel Foucher, Langis Gagnon
Face recognition in video using Dempster-Shafer theory. ICASSP (3) (2004)
Samuel Foucher, Valérie Gouaillier, Langis Gagnon
Global semantic classification of scenes using ridgelet transform. Human Vision and Electronic Imaging (2004)
Samuel Foucher, Marc Lalonde, Langis Gagnon, A.-M. Steff
Software for Automatic Detection and Monitoring of Fluorescent Lesions in Mice. CBMS (2004)
Mario Beaulieu, Samuel Foucher, Langis Gagnon
Multi- spectral image resolution refinement using stationary wavelet transform. IGARSS (2003)
Mickaël Germain, Goze B. Bénié, Jean-Marc Boucher, Samuel Foucher, Ko Fung, Kalifa Goita
Contribution of the fractal dimension to multiscale adaptive filtering of SAR imagery. IEEE Trans. Geosci. Remote. Sens. 41 (8) (2003)
Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
Wavelet filtering of correlated speckle. Visual Information Processing (2003)
Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
Multiscale classification and filtering of SAR images using Dempster-Shafer theory. IGARSS (2003)
Samuel Foucher, Mickaël Germain, Jean-Marc Boucher, Goze B. Bénié
Multisource classification using ICM and Dempster-Shafer theory. IEEE Trans. Instrum. Meas. 51 (2) (2002)
Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher
Multiscale MAP filtering of SAR images. IEEE Trans. Image Process. 10 (1) (2001)
Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié
Multiscale and Multisource Classification Using Dempster-Shafer Theory. ICIP (1) (1999)
Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher
Wavelet filtering of SAR images based on non-Gaussian assumptions. ICASSP (1998)
Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher
Unsupervised multiscale speckle filtering. ICIP (1) (1996)