| 2025 | AI | InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait. | Safwen Naimi, Arij Sad, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2025 | AI | Neural Wavelet Packet-Based Bidirectional Autoencoder for Multi-Resolution Speech Enhancement. | Alaa Nfissi, Wassim Bouachir, Nizar Bouguila |
| 2025 | AI | Multimodal Emotion Recognition with Cross-Attentive Learning and Feature Fusion. | Alaa Nfissi, Ines Jemmali, Wassim Bouachir, Nizar Bouguila |
| 2025 | WACV | 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 |
| 2024 | ICMLA | ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL. | Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2024 | ICMLA | Learnable Deep Wavelet Packet Transform for Speech Emotion Recognition in High-Risk Suicide Calls. | Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara |
| 2023 | CVPR | VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. | Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2023 | CVPR | MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images. | Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud |
| 2023 | ICMLA | HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. | Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2023 | ICMLA | 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 |
| 2023 | ICMLA | Iterative Feature Boosting for Explainable Speech Emotion Recognition. | Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara |
| 2022 | ICMLA | Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. | Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila |
| 2022 | ICMLA | 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 |
| 2022 | ICPR | Transformers for 1D signals in Parkinson's disease detection from gait. | Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2020 | ICPR | MFST: Multi-Features Siamese Tracker. | Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2020 | ISVC | Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters. | Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini |
| 2018 | ISVC | Multi-branch Siamese Networks with Online Selection for Object Tracking. | Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir |
| 2015 | ICIP | Reproducible evaluation of Pan-Tilt-Zoom tracking. | Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin |
| 2015 | WACV | Part-Based Tracking via Salient Collaborating Features. | Wassim Bouachir, Guillaume-Alexandre Bilodeau |
| 2014 | WACV | Structure-aware keypoint tracking for partial occlusion handling. | Wassim Bouachir, Guillaume-Alexandre Bilodeau |