Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation. - Wassim Bouachir; Mustapha Kardouchi; Nabil Belacel (SITIS, 2009)

Visual Face Tracking: A Coarse-to-Fine Target State Estimation. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (CRV, 2013)

Structure-aware keypoint tracking for partial occlusion handling. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (WACV, 2014)

Reproducible evaluation of Pan-Tilt-Zoom tracking. - Gengjie Chen; Pierre-Luc St-Charles; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Robert Bergevin (ICIP, 2015)

Part-Based Tracking via Salient Collaborating Features. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (WACV, 2015)

Reproducible Evaluation of Pan-Tilt-Zoom Tracking. - Gengjie Chen; Pierre-Luc St-Charles; Wassim Bouachir; Thomas Joeisseint; Guillaume-Alexandre Bilodeau; Robert Bergevin (CoRR, 2015)

Collaborative part-based tracking using salient local predictors. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (Comput. Vis. Image Underst., 2015)

Exploiting structural constraints for visual object tracking. - Wassim Bouachir; Guillaume-Alexandre Bilodeau (Image Vis. Comput., 2015)

Automated video surveillance for preventing suicide attempts. - Wassim Bouachir; Rita Noumeir (ICDP, 2016)

A bag of words approach for semantic segmentation of monitored scenes. - Wassim Bouachir; Atousa Torabi; Guillaume-Alexandre Bilodeau; Pascal Blais (ISIVC, 2016)

Real-time recognition of suicidal behavior using an RGB-D camera. - Bo Li 118; Wassim Bouachir; Rafik Gouiaa; Rita Noumeir (IPTA, 2017)

A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras. - Haythem Rehouma; Rita Noumeir; Philippe Jouvet; Wassim Bouachir; Sandrine Essouri (IPTA, 2017)

Multi-branch Siamese Networks with Online Selection for Object Tracking. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ISVC, 2018)

3D imaging system for respiratory monitoring in pediatric intensive care environment. - Haythem Rehouma; Rita Noumeir; Wassim Bouachir; Philippe Jouvet; Sandrine Essouri (Comput. Medical Imaging Graph., 2018)

Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. - Mohamed El Amine Elforaici; Ismail Chaaraoui; Wassim Bouachir; Youssef Ouakrim; Neila Mezghani (CoRR, 2018)

Intelligent video surveillance for real-time detection of suicide attempts. - Wassim Bouachir; Rafik Gouiaa; Bo Li 118; Rita Noumeir (Pattern Recognit. Lett., 2018)

Computer Vision System for Automatic Counting of Planting Microsites Using UAV Imagery. - Wassim Bouachir; Koffi Eddy Ihou; Houssem-Eddine Gueziri; Nizar Bouguila; Nicolas Bélanger (IEEE Access, 2019)

MFST: Multi-Features Siamese Tracker. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ICPR, 2020)

Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters. - Ahmed Zgaren; Wassim Bouachir; Riadh Ksantini (ISVC (1), 2020)

Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images. - David L. P. Correia; Wassim Bouachir; David Gervais; Deepa Pureswaran; Daniel D. Kneeshaw; Louis De Grandpré (IEEE Access, 2020)

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. - Imanne El Maachi; Guillaume-Alexandre Bilodeau; Wassim Bouachir (Expert Syst. Appl., 2020)

Multiple convolutional features in Siamese networks for object tracking. - Zhenxi Li; Guillaume-Alexandre Bilodeau; Wassim Bouachir (Mach. Vis. Appl., 2021)

Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels. - Koffi Eddy Ihou; Nizar Bouguila; Wassim Bouachir (Pattern Anal. Appl., 2021)

Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. - Majid Nikougoftar Nategh; Ahmed Zgaren; Wassim Bouachir; Nizar Bouguila (ICMLA, 2022)

CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (ICMLA, 2022)

Transformers for 1D signals in Parkinson's disease detection from gait. - Duc Minh Dimitri Nguyen; Mehdi Miah; Guillaume-Alexandre Bilodeau; Wassim Bouachir (ICPR, 2022)

Tree Health Assessment from UAV Images: Improving Object Detection and Classification Using Hard Negative Mining and Semi-Supervised Autoencoder. - Hela Jemaa; Wassim Bouachir; Brigitte Leblon; Armand LaRocque; Ata Haddadi; Nizar Bouguila (CRV, 2023)

VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. - Noreen Anwar; Philippe Duplessis-Guindon; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CVPR Workshops, 2023)

MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images. - Ahmed Zgaren; Wassim Bouachir; Nizar Bouguila; Riad I. Hammoud (CVPR Workshops, 2023)

HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (ICMLA, 2023)

Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images. - Safwen Naimi; Olfa Koubaa; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Gregory Jeddore; Patricia Baines; David L. P. Correia; Andre Arsenault (ICMLA, 2023)

Iterative Feature Boosting for Explainable Speech Emotion Recognition. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (ICMLA, 2023)

UAV-Based Computer Vision System for Orchard Apple Tree Detection and Health Assessment. - Hela Jemaa; Wassim Bouachir; Brigitte Leblon; Armand LaRocque; Ata Haddadi; Nizar Bouguila (Remote. Sens., 2023)

Automatic Counting of Planting Microsites via Local Visual Detection and Global Count Estimation. - Ahmed Zgaren; Wassim Bouachir; Nizar Bouguila (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Deep Multiresolution Wavelet Transform for Speech Emotion Assessment of High-Risk Suicide Callers. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (ANNPR, 2024)

ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (ICMLA, 2024)

Learnable Deep Wavelet Packet Transform for Speech Emotion Recognition in High-Risk Suicide Calls. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (ICMLA, 2024)

Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (ICSC, 2024)

STF: Spatio-Temporal Fusion Module for Improving Video Object Detection. - Noreen Anwar; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CoRR, 2024)

Detection of Micromobility Vehicles in Urban Traffic Videos. - Khalil Sabri; Célia Djilali; Guillaume-Alexandre Bilodeau; Nicolas Saunier; Wassim Bouachir (CoRR, 2024)

1D-convolutional transformer for Parkinson disease diagnosis from gait. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau (Neural Comput. Appl., 2024)

Unveiling hidden factors: explainable AI for feature boosting in speech emotion recognition. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (Appl. Intell., 2024)

InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait. - Safwen Naimi; Arij Said; Wassim Bouachir; Guillaume-Alexandre Bilodeau (Canadian AI, 2025)

Neural Wavelet Packet-Based Bidirectional Autoencoder for Multi-Resolution Speech Enhancement. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila (Canadian AI, 2025)

Multimodal Emotion Recognition with Cross-Attentive Learning and Feature Fusion. - Alaa Nfissi; Ines Jemmali; Wassim Bouachir; Nizar Bouguila (Canadian AI, 2025)

SSTAR: Skeleton-Based Spatio-Temporal Action Recognition for Intelligent Video Surveillance and Suicide Prevention in Metro Stations. - Safwen Naimi; Wassim Bouachir; Guillaume-Alexandre Bilodeau; Brian L. Mishara (WACV (Workshops), 2025)

SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (CoRR, 2025)

From unaltered raw waveform to emotion: Synergizing convolutional and gated recurrent networks for holistic speech emotion analysis. - Alaa Nfissi; Wassim Bouachir; Nizar Bouguila; Brian L. Mishara (Appl. Intell., 2025)

Dual-Stream Attention with Multi-Modal Queries for Object Detection in Transportation Applications. - Noreen Anwar; Guillaume-Alexandre Bilodeau; Wassim Bouachir (CoRR, 2025)