Wassim Bouachir

69 papers A 2B 3C 7Misc 1Journal 39Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dual-Stream Attention with Multi-Modal Queries for Object Detection in Transportation Applications.
CoRR
Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2025 J jnl
From unaltered raw waveform to emotion: Synergizing convolutional and gated recurrent networks for holistic speech emotion analysis.
Appl. Intell.
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2025 — conf
InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait.
Canadian AI
Safwen Naimi, Arij Saïd, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2025 J jnl
InceptoFormer: A Multi-Signal Neural Framework for Parkinson's Disease Severity Evaluation from Gait.
CoRR
Safwen Naimi, Arij Saïd, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2025 — conf
Multimodal Emotion Recognition with Cross-Attentive Learning and Feature Fusion.
Canadian AI
Alaa Nfissi, Ines Jemmali, Wassim Bouachir, Nizar Bouguila
2025 — conf
Neural Wavelet Packet-Based Bidirectional Autoencoder for Multi-Resolution Speech Enhancement.
Canadian AI
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila
2025 — conf
Parkinson's Disease Severity Assessment from Gait Patterns: A CNN-Transformer Hybrid Approach.
ICTA
Arij Saïd, Takwa Ben Aïcha Gader, Afef Kacem Echi, Wassim Bouachir
2025 J jnl
SAVE: Self-Attention on Visual Embedding for Zero-Shot Generic Object Counting.
J. Imaging
Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2025 — conf
SSTAR: Skeleton-Based Spatio-Temporal Action Recognition for Intelligent Video Surveillance and Suicide Prevention in Metro Stations.
WACV (Workshops)
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Brian L. Mishara
2025 J jnl
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition.
CoRR
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2025 J jnl
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition.
IEEE Trans. Affect. Comput.
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 J jnl
1D-convolutional transformer for Parkinson disease diagnosis from gait.
Neural Comput. Appl.
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2024 — conf
Deep Multiresolution Wavelet Transform for Speech Emotion Assessment of High-Risk Suicide Callers.
ANNPR
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 J jnl
Detection of Micromobility Vehicles in Urban Traffic Videos.
CoRR
Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir
2024 J jnl
Iterative Feature Boosting for Explainable Speech Emotion Recognition.
CoRR
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 C conf
Learnable Deep Wavelet Packet Transform for Speech Emotion Recognition in High-Risk Suicide Calls.
ICMLA
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 C conf
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL.
ICMLA
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2024 J jnl
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL.
CoRR
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2024 J jnl
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection.
CoRR
Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2024 — conf
Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis.
ICSC
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 J jnl
Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition.
CoRR
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2024 J jnl
Unveiling hidden factors: explainable AI for feature boosting in speech emotion recognition.
Appl. Intell.
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2023 J jnl
1D-Convolutional transformer for Parkinson disease diagnosis from gait.
CoRR
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2023 J jnl
Automatic Counting of Planting Microsites via Local Visual Detection and Global Count Estimation.
IEEE Trans. Emerg. Top. Comput. Intell.
Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2023 J jnl
Automatic counting of planting microsites via local visual detection and global count estimation.
CoRR
Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2023 C conf
Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images.
ICMLA
Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault
2023 J jnl
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images.
CoRR
Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault
2023 C conf
HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait.
ICMLA
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2023 J jnl
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait.
CoRR
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
2023 C conf
Iterative Feature Boosting for Explainable Speech Emotion Recognition.
ICMLA
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2023 — conf
MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images.
CVPR Workshops
Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud
2023 — conf
Tree Health Assessment from UAV Images: Improving Object Detection and Classification Using Hard Negative Mining and Semi-Supervised Autoencoder.
CRV
Hela Jemaa, Wassim Bouachir, Brigitte Leblon, Armand LaRocque, Ata Haddadi, Nizar Bouguila
2023 J jnl
UAV-Based Computer Vision System for Orchard Apple Tree Detection and Health Assessment.
Remote. Sens.
Hela Jemaa, Wassim Bouachir, Brigitte Leblon, Armand LaRocque, Ata Haddadi, Nizar Bouguila
2023 — conf
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette.
CVPR Workshops
Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2023 J jnl
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette.
CoRR
Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2022 C conf
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction.
ICMLA
Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2022 J jnl
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction.
CoRR
Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
2022 C conf
CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks.
ICMLA
Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara
2022 J jnl
Transformers for 1D Signals in Parkinson's Disease Detection from Gait.
CoRR
Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2022 B conf
Transformers for 1D signals in Parkinson's disease detection from gait.
ICPR
Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2021 J jnl
Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels.
Pattern Anal. Appl.
Koffi Eddy Ihou, Nizar Bouguila, Wassim Bouachir
2021 J jnl
MFST: Multi-Features Siamese Tracker.
CoRR
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2021 J jnl
Multiple Convolutional Features in Siamese Networks for Object Tracking.
CoRR
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2021 J jnl
Multiple convolutional features in Siamese networks for object tracking.
Mach. Vis. Appl.
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2020 — conf
Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters.
ISVC (1)
Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini
2020 J jnl
Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters.
CoRR
Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini
2020 J jnl
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait.
Expert Syst. Appl.
Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2020 J jnl
Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images.
IEEE Access
David L. P. Correia, Wassim Bouachir, David Gervais, Deepa Pureswaran, Daniel D. Kneeshaw, Louis De Grandpré
2020 B conf
MFST: Multi-Features Siamese Tracker.
ICPR
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2019 J jnl
Computer Vision System for Automatic Counting of Planting Microsites Using UAV Imagery.
IEEE Access
Wassim Bouachir, Koffi Eddy Ihou, Houssem-Eddine Gueziri, Nizar Bouguila, Nicolas Bélanger
2019 J jnl
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait.
CoRR
Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2018 J jnl
3D imaging system for respiratory monitoring in pediatric intensive care environment.
Comput. Medical Imaging Graph.
Haythem Rehouma, Rita Noumeir, Wassim Bouachir, Philippe Jouvet, Sandrine Essouri
2018 J jnl
Intelligent video surveillance for real-time detection of suicide attempts.
Pattern Recognit. Lett.
Wassim Bouachir, Rafik Gouiaa, Bo Li, Rita Noumeir
2018 J jnl
Multi-Branch Siamese Networks with Online Selection for Object Tracking.
CoRR
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2018 Misc conf
Multi-branch Siamese Networks with Online Selection for Object Tracking.
ISVC
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
2018 J jnl
Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches.
CoRR
Mohamed El Amine Elforaici, Ismail Chaaraoui, Wassim Bouachir, Youssef Ouakrim, Neila Mezghani
2017 — conf
A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras.
IPTA
Haythem Rehouma, Rita Noumeir, Philippe Jouvet, Wassim Bouachir, Sandrine Essouri
2017 — conf
Real-time recognition of suicidal behavior using an RGB-D camera.
IPTA
Bo Li, Wassim Bouachir, Rafik Gouiaa, Rita Noumeir
2016 — conf
A bag of words approach for semantic segmentation of monitored scenes.
ISIVC
Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais
2016 — conf
Automated video surveillance for preventing suicide attempts.
ICDP
Wassim Bouachir, Rita Noumeir
2015 J jnl
Collaborative part-based tracking using salient local predictors.
Comput. Vis. Image Underst.
Wassim Bouachir, Guillaume-Alexandre Bilodeau
2015 J jnl
Exploiting structural constraints for visual object tracking.
Image Vis. Comput.
Wassim Bouachir, Guillaume-Alexandre Bilodeau
2015 A conf
Part-Based Tracking via Salient Collaborating Features.
WACV
Wassim Bouachir, Guillaume-Alexandre Bilodeau
2015 J jnl
Reproducible Evaluation of Pan-Tilt-Zoom Tracking.
CoRR
Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin
2015 B conf
Reproducible evaluation of Pan-Tilt-Zoom tracking.
ICIP
Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin
2014 A conf
Structure-aware keypoint tracking for partial occlusion handling.
WACV
Wassim Bouachir, Guillaume-Alexandre Bilodeau
2013 J jnl
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes
CoRR
Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais
2013 — conf
Visual Face Tracking: A Coarse-to-Fine Target State Estimation.
CRV
Wassim Bouachir, Guillaume-Alexandre Bilodeau
2009 — conf
Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation.
SITIS
Wassim Bouachir, Mustapha Kardouchi, Nabil Belacel