Guillaume-Alexandre Bilodeau

Orcid: 0000-0003-3227-5060

Affiliations:
  • Image and Video Processing Laboratory (LITIV), Montreal, Canada


According to our database1, Guillaume-Alexandre Bilodeau authored at least 140 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
1D-convolutional transformer for Parkinson disease diagnosis from gait.
Neural Comput. Appl., February, 2024

Learning Data Association for Multi-Object Tracking using Only Coordinates.
CoRR, 2024

CenterDisks: Real-time instance segmentation with disk covering.
CoRR, 2024

Detection of Micromobility Vehicles in Urban Traffic Videos.
CoRR, 2024

STF: Spatio-Temporal Fusion Module for Improving Video Object Detection.
CoRR, 2024

STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Video prediction by efficient transformers.
Image Vis. Comput., February, 2023

TopTrack: Tracking Objects By Their Top.
CoRR, 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

A unified model for continuous conditional video prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-Object Tracking and Segmentation with a Space-Time Memory Network.
Proceedings of the 20th Conference on Robots and Vision, 2023

Real-Time Instance Segmentation with Polygons Using an Intersection-Over-Union Loss.
Proceedings of the 20th Conference on Robots and Vision, 2023

Transformer-Based Human Action Recognition with Dynamic Feature Selection.
Proceedings of the 20th Conference on Robots and Vision, 2023

GUILGET: GUI Layout GEneration with Transformer.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022
Continuous conditional video synthesis by neural processes.
CoRR, 2022

4D-MultispectralNet: Multispectral Stereoscopic Disparity Estimation using Human Masks.
CoRR, 2022

VPTR: Efficient Transformers for Video Prediction.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Transformers for 1D signals in Parkinson's disease detection from gait.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

ActAR: Actor-Driven Pose Embeddings for Video Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Improving tracking with a tracklet associator.
Proceedings of the 19th Conference on Robots and Vision, 2022

2021
FFAVOD: Feature fusion architecture for video object detection.
Pattern Recognit. Lett., 2021

Multiple convolutional features in Siamese networks for object tracking.
Mach. Vis. Appl., 2021

Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks.
CoRR, 2021

PolyTrack: Tracking with Bounding Polygons.
CoRR, 2021

MeNToS: Tracklets Association with a Space-Time Memory Network.
CoRR, 2021

Predicting Next Local Appearance for Video Anomaly Detection.
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

CenterPoly: real-time instance segmentation using bounding polygons.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Robust face tracking using multiple appearance models and graph relational learning.
Mach. Vis. Appl., 2020

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait.
Expert Syst. Appl., 2020

Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification.
CoRR, 2020

Tracking Road Users using Constraint Programming.
CoRR, 2020

Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning.
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

MFST: Multi-Features Siamese Tracker.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Grid-based Representation for Human Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Domain Siamese CNNs for Sparse Multispectral Disparity Estimation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Color Inference from Semantic Labeling for Person Search in Videos.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

RN-VID: A Feature Fusion Architecture for Video Object Detection.
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

SpotNet: Self-Attention Multi-Task Network for Object Detection.
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

From superpixel to human shape modelling for carried object detection.
Pattern Recognit., 2019

Online Mutual Foreground Segmentation for Multispectral Stereo Videos.
Int. J. Comput. Vis., 2019

Road User Detection in Videos.
CoRR, 2019

Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Siamese CNNs for RGB-LWIR Disparity Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Adversarially Learned Abnormal Trajectory Classifier.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018
SPiKeS: Superpixel-Keypoints structure for robust visual tracking.
Mach. Vis. Appl., 2018

Tracking using Numerous Anchor Points.
Mach. Vis. Appl., 2018

Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing.
CoRR, 2018

Road User Abnormal Trajectory Detection Using a Deep Autoencoder.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Multi-branch Siamese Networks with Online Selection for Object Tracking.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

2017
Dynamic ensembles of exemplar-SVMs for still-to-video face recognition.
Pattern Recognit., 2017

Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations.
Mach. Vis. Appl., 2017

Evaluation of trackers for Pan-Tilt-Zoom Scenarios.
CoRR, 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

Mutual Foreground Segmentation with Multispectral Stereo Pairs.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Multiple Object Tracking with Kernelized Correlation Filters in Urban Mixed Traffic.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

Spatio-Temporal Consistency to Detect and Segment Carried Objects.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Tracking All Road Users at Multimodal Urban Traffic Intersections.
IEEE Trans. Intell. Transp. Syst., 2016

Universal Background Subtraction Using Word Consensus Models.
IEEE Trans. Image Process., 2016

Computing a rodent's diary.
Signal Image Video Process., 2016

Online multi-object tracking by detection based on generative appearance models.
Comput. Vis. Image Underst., 2016

A bag of words approach for semantic segmentation of monitored scenes.
Proceedings of the International Symposium on Signal, Image, Video and Communications, 2016

Carried Object Detection Based on an Ensemble of Contour Exemplars.
Proceedings of the Computer Vision - ECCV 2016, 2016

Fast Image Gradients Using Binary Feature Convolutions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Non-planar Infrared-Visible Registration for Uncalibrated Stereo Pairs.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

The Counting App, or How to Count Vehicles in 500 Hours of Video.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
SuBSENSE: A Universal Change Detection Method With Local Adaptive Sensitivity.
IEEE Trans. Image Process., 2015

Body temperature measurement of an animal by tracking in biomedical experiments.
Signal Image Video Process., 2015

Exploiting structural constraints for visual object tracking.
Image Vis. Comput., 2015

Collaborative part-based tracking using salient local predictors.
Comput. Vis. Image Underst., 2015

Reproducible Evaluation of Pan-Tilt-Zoom Tracking.
CoRR, 2015

A Self-Adjusting Approach to Change Detection Based on Background Word Consensus.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Part-Based Tracking via Salient Collaborating Features.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Multiple object tracking based on sparse generative appearance modeling.
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

Reproducible evaluation of Pan-Tilt-Zoom tracking.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Contextual object tracker with structure encoding.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Online multimodal video registration based on shape matching.
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
A computationally efficient importance sampling tracking algorithm.
Mach. Vis. Appl., 2014

Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices.
CoRR, 2014

Improving background subtraction using Local Binary Similarity Patterns.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Urban Tracker: Multiple object tracking in urban mixed traffic.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Structure-aware keypoint tracking for partial occlusion handling.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Watch-List Screening Using Ensembles Based on Multiple Face Representations.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Flexible Background Subtraction with Self-Balanced Local Sensitivity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multiple Feature Fusion in the Dempster-Shafer Framework for Multi-object Tracking.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013
Catching a Rat by Its Edglets.
IEEE Trans. Image Process., 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

Fast and Accurate Registration of Visible and Infrared Videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Efficient Action Recognition with MoFREAK.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Visual Face Tracking: A Coarse-to-Fine Target State Estimation.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Change Detection in Feature Space Using Local Binary Similarity Patterns.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012
Body temperature estimation of a moving subject from thermographic images.
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

Background subtraction based on Local Shape
CoRR, 2012

VIVA-uOttawa / CBSA at TRECVID 2012: Interactive Surveillance Event Detection.
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

People tracking using a network-based PTZ camera.
Mach. Vis. Appl., 2011

Monitoring of Medication Intake Using a Camera System.
J. Medical Syst., 2011

Visible and infrared image registration using trajectories and composite foreground images.
Image Vis. Comput., 2011

A comparative evaluation of multimodal dense stereo correspondence measures.
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011

RAT: Robust animal tracking.
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011

Comparative analysis of contrast enhancement algorithms in surveillance imaging.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

A tracking algorithm suitable for embedded systems implementation.
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

Silhouette-based features for visible-infrared registration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Where is the rat? Tracking in low contrast thermographic images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
A Multiscale Region-Based Motion Detection and Background Subtraction Algorithm.
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
Active people tracking by a PTZ camera in IP surveillance system.
Proceedings of the 2009 IEEE International Workshop on Robotic and Sensors Environments, 2009

Human Tracking by IP PTZ Camera Control in the Context of Video Surveillance.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

A Multiple Hypothesis Tracking Method with Fragmentation Handling.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

Fuzzy Feature-Based Upper Body Tracking with IP PTZ Camera Control.
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

An Efficient Region-Based Background Subtraction Technique.
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
Qualitative part-based models in content-based image retrieval.
Mach. Vis. Appl., 2007

Fusion of Multispectral Video Sequences Based on the Trajectories of Moving Objects.
Proceedings of the 2007 International Workshop on Robotic and Sensors Environments, 2007

Visible and Infrared Sensors Fusion by Matching Feature Points of Foreground Blobs.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
Multistage graph-based segmentation of thoracoscopic images.
Comput. Medical Imaging Graph., 2006

Iterative Division and Correlograms for Detection and Tracking of Moving Objects.
Proceedings of the Advances in Machine Vision, 2006

Object detection and tracking using iterative division and correlograms.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

2005
Matching Graphs with Fuzzy Attributes in Machine Vision.
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
Part segmentation of objects in real images.
Pattern Recognit., 2002

2000
Generic Modeling of 3D Objects from Single 2D Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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