Guillaume-Alexandre Bilodeau
Orcid: 0000-0003-3227-5060Affiliations:
- Image and Video Processing Laboratory (LITIV), Montreal, Canada
According to our database1,
Guillaume-Alexandre Bilodeau
authored at least 141 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on scopus.com
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on orcid.org
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on polymtl.ca
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Bibliography
2024
Neural Comput. Appl., February, 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL.
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images.
Proceedings of the International Conference on Machine Learning and Applications, 2023
HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 20th Conference on Robots and Vision, 2023
Proceedings of the 20th Conference on Robots and Vision, 2023
Proceedings of the 20th Conference on Robots and Vision, 2023
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023
2022
4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks.
CoRR, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the 19th Conference on Robots and Vision, 2022
2021
Pattern Recognit. Lett., 2021
Mach. Vis. Appl., 2021
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Mach. Vis. Appl., 2020
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait.
Expert Syst. Appl., 2020
CoRR, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the 17th Conference on Computer and Robot Vision, 2020
2019
Domain-Specific Face Synthesis for Video Face Recognition From a Single Sample Per Person.
IEEE Trans. Inf. Forensics Secur., 2019
Pattern Recognit., 2019
Int. J. Comput. Vis., 2019
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 16th Conference on Computer and Robot Vision, 2019
2018
Mach. Vis. Appl., 2018
CoRR, 2018
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
2017
Pattern Recognit., 2017
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations.
Mach. Vis. Appl., 2017
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling.
CoRR, 2017
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 14th Conference on Computer and Robot Vision, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
IEEE Trans. Intell. Transp. Syst., 2016
IEEE Trans. Image Process., 2016
Comput. Vis. Image Underst., 2016
Proceedings of the International Symposium on Signal, Image, Video and Communications, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
IEEE Trans. Image Process., 2015
Signal Image Video Process., 2015
Image Vis. Comput., 2015
Comput. Vis. Image Underst., 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Synthetic face generation under various operational conditions in video surveillance.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
Ensembles of exemplar-SVMs for video face recognition from a single sample per person.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2014
Mach. Vis. Appl., 2014
CoRR, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014
2013
Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos.
Pattern Recognit., 2013
A LSS-based registration of stereo thermal-visible videos of multiple people using belief propagation.
Comput. Vis. Image Underst., 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013
2012
Mach. Vis. Appl., 2012
An iterative integrated framework for thermal-visible image registration, sensor fusion, and people tracking for video surveillance applications.
Comput. Vis. Image Underst., 2012
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012
2011
Adaptive Fuzzy Particle Filter Tracker for a PTZ Camera in an IP Surveillance System.
IEEE Trans. Instrum. Meas., 2011
Visible and infrared image registration using trajectories and composite foreground images.
Image Vis. Comput., 2011
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 18th IEEE International Conference on Electronics, Circuits and Systems, 2011
Local self-similarity as a dense stereo correspondence measure for themal-visible video registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Sensors, 2010
Small Animal Head Tracking and Pose Estimation in Infrared Videos.
Proceedings of the 2010 International Conference on Image Processing, 2010
Feedback scheme for thermal-visible video registration, sensor fusion, and people tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009
Proceedings of the Progress in Pattern Recognition, 2009
Thermographic Body Temperature Measurement using a Mean-Shift Tracker.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
Automatic Registration of Color and Infrared Videos Using Trajectories Obtained from a Multiple Object Tracking Algorithm.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
Face and Hands Detection and Tracking Applied to the Monitoring of Medication Intake.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008
2007
Mach. Vis. Appl., 2007
Proceedings of the 2007 International Workshop on Robotic and Sensors Environments, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
2006
Comput. Medical Imaging Graph., 2006
Proceedings of the Advances in Machine Vision, 2006
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006
2005
Int. J. Robotics Autom., 2005
Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005
2002
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000