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ORCIDSamuel Foucher
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- affiliation: Centre de recherche informatique de Montréal (CRIM), Canada
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2020 – today
- 2024
[j17]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: 102679 (2024)- [j16]Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain:
Synthetic Data for Sentinel-2 Semantic Segmentation. Remote. Sens. 16(5): 818 (2024) - [c57]Étienne Clabaut, Samuel Foucher, Yacine Bouroubi, Mickaël Germain:
A Self-Supervised Approach for Producing A Land Use Map for Southern Quebec. IGARSS 2024: 7049-7052 - 2023
- [j15]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): 835 (2023) - 2022
- [j14]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): 1044-1056 (2022) - 2020
- [j13]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: 564878 (2020) - [j12]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: 6524-6532 (2020)
2010 – 2019
- 2019
- [c56]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: 122-125 - [c55]Ayoub Tlili, François Cavayas, Samuel Foucher:
A New Interferometric Phase Unwrapping Method Based on Energy Minimization from Contextual Modeling. IGARSS 2019: 1701-1704 - [c54]Samuel Foucher, Mario Beaulieu, François Cavayas, Mohamed Dahmane:
Revisiting an Iterative Speckle Filtering Technique. IGARSS 2019: 5213-5216 - [c53]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: 5567-5570 - [c52]Mohamed Dahmane, Pierre-Luc St-Charles, Marc Lalonde, Kevin Heffner, Samuel Foucher:
Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring. IPTA 2019: 1-6 - 2018
- [j11]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): 237 (2018) - [c51]Mohamed Dahmane, Samuel Foucher:
Combating Insider Threats by User Profiling from Activity Logging Data. ICDIS 2018: 194-199 - [c50]Marc Lalonde, Pierre-Luc St-Charles, Délia Loupias, Claude Chapdelaine, Samuel Foucher:
Localizing People in Crosswalks using Visual Odometry: Preliminary Results. ICPRAM 2018: 482-487 - [c49]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: 426-429 - [c48]Mario Beaulieu, Samuel Foucher, Dan Haberman, Colin Stewart:
Deep Image- To-Image Transfer Applied to Resolution Enhancement of Sentinel-2 Images. IGARSS 2018: 2611-2614 - [c47]Moslem Ouled Sghaier, Samuel Foucher, Richard Lepage, Tom Landry:
A Multiscale Based Approach for River Extraction from SAR Images Using Attribute Filters. IGARSS 2018: 9245-9248 - 2017
- [j10]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): 1025-1038 (2017) - [c46]François-Xavier Derue, Mohamed Dahmane, Marc Lalonde, Samuel Foucher:
Exploiting Semantic Segmentation for Robust Camera Motion Classification. ICIAR 2017: 173-181 - [c45]Mohamed Dahmane, Samuel Foucher, David Byrns:
Are You Smiling as a Celebrity? Latent Smile and Gender Recognition. ICIAR 2017: 304-311 - [c44]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: 569-577 - [c43]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: 605-613 - [c42]Moslem Ouled Sghaier, Imen Hammami, Samuel Foucher, Richard Lepage:
Flood hazard mapping from SAR images using texture analysis and fuzzy logic. IGARSS 2017: 1900-1903 - [c41]Samuel Foucher, Mario Beaulieu, Mohamed Dahmane, François Cavayas:
Deep speckle noise filtering. IGARSS 2017: 5311-5314 - [r1]Thomas Triplet, Samuel Foucher:
Clustering of Geospatial Big Data in a Distributed Environment. Encyclopedia of GIS 2017: 236-246 - 2016
- [j9]Philippe Salembier, Samuel Foucher:
Optimum Graph Cuts for Pruning Binary Partition Trees of Polarimetric SAR Images. IEEE Trans. Geosci. Remote. Sens. 54(9): 5493-5502 (2016) - [c40]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: 223-237 - [c39]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: 673-676 - [c38]Mohamed Dahmane, Samuel Foucher, Mario Beaulieu, F. Riendeau, Yacine Bouroubi, Mathieu Benoit:
Object detection in pleiades images using deep features. IGARSS 2016: 1552-1555 - 2015
- [c37]Marc Lalonde, Claude Chapdelaine, Samuel Foucher:
Localizing people in crosswalks with a moving handheld camera: proof of concept. Image Processing: Machine Vision Applications 2015: 94050Y - 2014
- [j8]Samuel Foucher, Carlos López-Martínez:
Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques. IEEE Trans. Image Process. 23(4): 1751-1764 (2014) - [c36]Philippe Salembier, Samuel Foucher, Carlos López-Martínez:
Low-level processing of PolSAR images with binary partition trees. IGARSS 2014: 1025-1028 - 2012
- [c35]Samuel Foucher, Carlos López-Martínez, François Charbonneau:
The polarimetric ratio filter applied to polinsar images. IGARSS 2012: 1461-1464 - [c34]Samuel Foucher, Tom Landry, Carlos López-Martínez, François Charbonneau, Langis Gagnon:
An evaluation of PolSAR speckle filters on Compact-Pol images. IGARSS 2012: 5089-5092 - 2011
- [j7]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): 458-467 (2011) - [c33]Samuel Foucher, Marc Lalonde, Langis Gagnon:
A system for airport surveillance: detection of people running, abandoned objects, and pointing gestures. Visual Information Processing 2011: 805610 - [c32]Samuel Foucher, Marc Lalonde, Langis Gagnon:
CRIM Notebook Paper - TRECVID 2011 Surveillance Event Detection. TRECVID 2011 - 2010
- [c31]Langis Gagnon, Claude Chapdelaine, David Byrns, Samuel Foucher, Maguelonne Héritier, Vishwa Gupta:
A computer-vision-assisted system for Videodescription scripting. CVPR Workshops 2010: 41-48 - [c30]Samuel Foucher, Gregory Farage, Carlos López-Martínez:
Exploitation of the additive component of the polarimetric noise model for speckle filtering. IGARSS 2010: 312-315 - [c29]Marc Lalonde, Samuel Foucher, Langis Gagnon:
Unconstrained license plate detection using the Hausdorff distance. Visual Information Processing 2010: 77010 - [c28]Samuel Foucher, Marc Lalonde, Langis Gagnon:
Automatic scene activity modeling for improving object classification. Visual Information Processing 2010: 770104 - [c27]Samuel Foucher, Marc Lalonde, Langis Gagnon:
CRIM Notebook Paper - TRECVID 2010 Surveillance Event Detection. TRECVID 2010
2000 – 2009
- 2009
- [j6]Langis Gagnon, Samuel Foucher:
Segmentation of non-natural objects in landscape images using ridgelet transform. J. Electronic Imaging 18(2): 023010 (2009) - [j5]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): 832-841 (2009) - [j4]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): 199-218 (2009) - [c26]Claude Chapdelaine, Samuel Foucher, Langis Gagnon:
Impact of Gaze Analysis on the Design of a Caption Production Software. HCI (7) 2009: 314-323 - [c25]Samuel Foucher, Carlos López-Martínez:
An Evaluation of PolSAR Speckle Filters. IGARSS (4) 2009: 845-848 - [c24]Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal:
CRIM´s Content-Based Copy Detection System for TRECVID. TRECVID 2009 - 2008
- [c23]Gregory Farage, Samuel Foucher, Carlos López-Martínez, Goze B. Bénié:
Turbo Speckle Filtering applied to PolSAR Data. IGARSS (4) 2008: 25-28 - [c22]Samuel Foucher:
SAR Image Filtering Via Learned Dictionaries and Sparse Representations. IGARSS (1) 2008: 229-232 - [c21]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: 848-851 - [c20]Maguelonne Héritier, Samuel Foucher, Langis Gagnon:
CRIM Notebook Paper - TRECVID 2008 Video Copy Detection Using Latent Aspect Modeling Over SIFT Matches. TRECVID 2008 - 2007
- [c19]Samuel Foucher, Langis Gagnon:
Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques. CRV 2007: 113-122 - [c18]Maguelonne Héritier, Samuel Foucher, Langis Gagnon:
Key-Places Detection and Clustering in Movies Using Latent Aspects. ICIP (2) 2007: 225-228 - [c17]Samuel Foucher, Gregory Farage, Goze B. Bénié:
Application of bootstrap techniques for the estimation of Target Decomposition parameters in RADAR polarimetry. IGARSS 2007: 2224-2228 - [c16]Gregory Farage, Samuel Foucher, Goze B. Bénié:
PolSAR image filtering based on feature detection using the wavelet transform. IGARSS 2007: 2648-2652 - [c15]Samuel Foucher:
Multiscale filtering of SAR images using scale and space consistency. IGARSS 2007: 3878-3882 - [c14]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: 657502 - 2006
- [c13]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: 597-600 - [c12]Gregory Farage, Samuel Foucher, Goze B. Bénié:
Comparison of PolSAR Speckle Filtering Techniques. IGARSS 2006: 1760-1763 - [c11]Samuel Foucher, Gregory Farage, Goze B. Bénié:
Speckle Filtering of PolSAR and PolInSAR Images using Trace-based Partial Differential Equations. IGARSS 2006: 2545-2548 - [c10]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: 62460N - 2004
- [c9]Samuel Foucher, Marc Lalonde, Langis Gagnon, A.-M. Steff:
Software for Automatic Detection and Monitoring of Fluorescent Lesions in Mice. CBMS 2004: 402-407 - [c8]Samuel Foucher, Valérie Gouaillier, Langis Gagnon:
Global semantic classification of scenes using ridgelet transform. Human Vision and Electronic Imaging 2004: 402-413 - [c7]Samuel Foucher, Langis Gagnon:
Face recognition in video using Dempster-Shafer theory. ICASSP (3) 2004: 545-548 - 2003
- [j3]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): 1765-1772 (2003) - [c6]Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié:
Multiscale classification and filtering of SAR images using Dempster-Shafer theory. IGARSS 2003: 197-199 - [c5]Mario Beaulieu, Samuel Foucher, Langis Gagnon:
Multi- spectral image resolution refinement using stationary wavelet transform. IGARSS 2003: 4032-4034 - [c4]Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié:
Wavelet filtering of correlated speckle. Visual Information Processing 2003: 307-316 - 2002
- [j2]Samuel Foucher, Mickaël Germain, Jean-Marc Boucher, Goze B. Bénié:
Multisource classification using ICM and Dempster-Shafer theory. IEEE Trans. Instrum. Meas. 51(2): 277-281 (2002) - 2001
- [j1]Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher:
Multiscale MAP filtering of SAR images. IEEE Trans. Image Process. 10(1): 49-60 (2001)
1990 – 1999
- 1999
- [c3]Samuel Foucher, Jean-Marc Boucher, Goze B. Bénié:
Multiscale and Multisource Classification Using Dempster-Shafer Theory. ICIP (1) 1999: 124-128 - 1998
- [c2]Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher:
Wavelet filtering of SAR images based on non-Gaussian assumptions. ICASSP 1998: 2925-2928 - 1996
- [c1]Samuel Foucher, Goze B. Bénié, Jean-Marc Boucher:
Unsupervised multiscale speckle filtering. ICIP (1) 1996: 391-394
Coauthor Index
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last updated on 2024-10-07 21:19 CEST by the dblp team
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