Samuel Foucher

Orcid: 0000-0001-9557-6907

Affiliations:
  • Centre de recherche informatique de Montréal (CRIM), Canada


According to our database1, Samuel Foucher authored at least 75 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Synthetic Data for Sentinel-2 Semantic Segmentation.
Remote. Sens., March, 2024

Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning.
Ecol. Informatics, 2024

A Self-Supervised Approach for Producing A Land Use Map for Southern Quebec.
Proceedings of the IGARSS 2024, 2024

2023
Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI.
Remote. Sens., February, 2023

2022
A Multimodal Non-Intrusive Stress Monitoring From the Pleasure-Arousal Emotional Dimensions.
IEEE Trans. Affect. Comput., 2022

2020
New Interferometric Phase Unwrapping Method Based on Energy Minimization From Contextual Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning.
Frontiers Artif. Intell., 2020

2019
Arousal and Valence Estimation for Visual Non-Intrusive Stress Monitoring.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

A New Interferometric Phase Unwrapping Method Based on Energy Minimization from Contextual Modeling.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multimodal Approach for Flood Monitoring from Time-Series Satellite Images Combining Attribute Filters and Kohonen Map.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Applying Machine Learning to Earth Observations In A Standards Based Workflow.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Revisiting an Iterative Speckle Filtering Technique.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Flood Extent Mapping from Time-Series SAR Images Based on Texture Analysis and Data Fusion.
Remote. Sens., 2018

A Multiscale Based Approach for River Extraction from SAR Images Using Attribute Filters.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Bridging Climate and Earth Observation Data Analytics in a Federated Cloud Infrastructure Using Interoperable Multidisciplinary Workflows.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Image- To-Image Transfer Applied to Resolution Enhancement of Sentinel-2 Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Localizing People in Crosswalks using Visual Odometry: Preliminary Results.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Combating Insider Threats by User Profiling from Activity Logging Data.
Proceedings of the 1st International Conference on Data Intelligence and Security, 2018

2017
Clustering of Geospatial Big Data in a Distributed Environment.
Proceedings of the Encyclopedia of GIS., 2017

River Extraction From High-Resolution SAR Images Combining a Structural Feature Set and Mathematical Morphology.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Flood hazard mapping from SAR images using texture analysis and fuzzy logic.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Deep speckle noise filtering.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Stroke Width Transform for Linear Structure Detection: Application to River and Road Extraction from High-Resolution Satellite Images.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Exploiting Semantic Segmentation for Robust Camera Motion Classification.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

The Potential of Deep Features for Small Object Class Identification in Very High Resolution Remote Sensing Imagery.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Are You Smiling as a Celebrity? Latent Smile and Gender Recognition.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016
Optimum Graph Cuts for Pruning Binary Partition Trees of Polarimetric SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Combination of texture and shape analysis for a rapid rivers extraction from high resolution SAR images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Object detection in pleiades images using deep features.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Solving Rendering Issues in Realistic 3D Immersion for Visual Rehabilitation.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Localizing people in crosswalks with a moving handheld camera: proof of concept.
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015

2014
Analysis, Evaluation, and Comparison of Polarimetric SAR Speckle Filtering Techniques.
IEEE Trans. Image Process., 2014

Low-level processing of PolSAR images with binary partition trees.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012
An evaluation of PolSAR speckle filters on Compact-Pol images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

The polarimetric ratio filter applied to polinsar images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Application of evidential reasoning to improve the mapping of regenerating forest stands.
Int. J. Appl. Earth Obs. Geoinformation, 2011

CRIM Notebook Paper - TRECVID 2011 Surveillance Event Detection.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

A system for airport surveillance: detection of people running, abandoned objects, and pointing gestures.
Proceedings of the Visual Information Processing XX, 2011

2010
CRIM Notebook Paper - TRECVID 2010 Surveillance Event Detection.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Unconstrained license plate detection using the Hausdorff distance.
Proceedings of the Visual Information Processing XIX, 2010

Automatic scene activity modeling for improving object classification.
Proceedings of the Visual Information Processing XIX, 2010

Exploitation of the additive component of the polarimetric noise model for speckle filtering.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A computer-vision-assisted system for Videodescription scripting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Towards computer-vision software tools to increase production and accessibility of video description for people with vision loss.
Univers. Access Inf. Soc., 2009

Places Clustering of Full-Length Film Key-Frames Using Latent Aspect Modeling Over SIFT Matches.
IEEE Trans. Circuits Syst. Video Technol., 2009

Segmentation of non-natural objects in landscape images using ridgelet transform.
J. Electronic Imaging, 2009

CRIM´s Content-Based Copy Detection System for TRECVID.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

An Evaluation of PolSAR Speckle Filters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Impact of Gaze Analysis on the Design of a Caption Production Software.
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2009

2008
CRIM Notebook Paper - TRECVID 2008 Video Copy Detection Using Latent Aspect Modeling Over SIFT Matches.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Evidential Reasoning Applied to Mapping Regeneration of Forest Stand using Multisource Geospatial Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

SAR Image Filtering Via Learned Dictionaries and Sparse Representations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Turbo Speckle Filtering applied to PolSAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
A system to automatically track humans and vehicles with a PTZ camera.
Proceedings of the Visual Information Processing XVI, 2007

Application of bootstrap techniques for the estimation of Target Decomposition parameters in RADAR polarimetry.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Multiscale filtering of SAR images using scale and space consistency.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

PolSAR image filtering based on feature detection using the wavelet transform.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Key-Places Detection and Clustering in Movies Using Latent Aspects.
Proceedings of the International Conference on Image Processing, 2007

Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

2006
A system for tracking and recognizing pedestrian faces using a network of loosely coupled cameras.
Proceedings of the Visual Information Processing XV, 2006

Speckle Filtering of PolSAR and PolInSAR Images using Trace-based Partial Differential Equations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Comparison of PolSAR Speckle Filtering Techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

A Dempster-Shafer Based Fusion Approach for Audio-Visual Speech Recognition with Application to Large Vocabulary French Speech.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
Face recognition in video using Dempster-Shafer theory.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Global semantic classification of scenes using ridgelet transform.
Proceedings of the Human Vision and Electronic Imaging IX, 2004

Software for Automatic Detection and Monitoring of Fluorescent Lesions in Mice.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
Contribution of the fractal dimension to multiscale adaptive filtering of SAR imagery.
IEEE Trans. Geosci. Remote. Sens., 2003

Wavelet filtering of correlated speckle.
Proceedings of the Visual Information Processing XII, Orlando, FL, USA, April 21, 2003, 2003

Multiscale classification and filtering of SAR images using Dempster-Shafer theory.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Multi- spectral image resolution refinement using stationary wavelet transform.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Multisource classification using ICM and Dempster-Shafer theory.
IEEE Trans. Instrum. Meas., 2002

2001
Multiscale MAP filtering of SAR images.
IEEE Trans. Image Process., 2001

1999
Multiscale and Multisource Classification Using Dempster-Shafer Theory.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Wavelet filtering of SAR images based on non-Gaussian assumptions.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996
Unsupervised multiscale speckle filtering.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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