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Wassim Bouachir
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Journal Articles
- 2024
- [j13]Alaa Nfissi
, Wassim Bouachir
, Nizar Bouguila
, Brian L. Mishara
:
Unveiling hidden factors: explainable AI for feature boosting in speech emotion recognition. Appl. Intell. 54(11-12): 7046-7069 (2024) - [j12]Safwen Naimi
, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
1D-convolutional transformer for Parkinson disease diagnosis from gait. Neural Comput. Appl. 36(4): 1947-1957 (2024) - 2023
- [j11]Hela Jemaa, Wassim Bouachir
, Brigitte Leblon, Armand LaRocque
, Ata Haddadi, Nizar Bouguila
:
UAV-Based Computer Vision System for Orchard Apple Tree Detection and Health Assessment. Remote. Sens. 15(14): 3558 (2023) - [j10]Ahmed Zgaren
, Wassim Bouachir
, Nizar Bouguila
:
Automatic Counting of Planting Microsites via Local Visual Detection and Global Count Estimation. IEEE Trans. Emerg. Top. Comput. Intell. 7(6): 1746-1760 (2023) - 2021
- [j9]Zhenxi Li, Guillaume-Alexandre Bilodeau
, Wassim Bouachir
:
Multiple convolutional features in Siamese networks for object tracking. Mach. Vis. Appl. 32(3): 59 (2021) - [j8]Koffi Eddy Ihou
, Nizar Bouguila
, Wassim Bouachir:
Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels. Pattern Anal. Appl. 24(1): 217-241 (2021) - 2020
- [j7]David L. P. Correia
, Wassim Bouachir
, David Gervais
, Deepa Pureswaran
, Daniel D. Kneeshaw
, Louis De Grandpré
:
Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images. IEEE Access 8: 13151-13160 (2020) - [j6]Imanne El Maachi, Guillaume-Alexandre Bilodeau
, Wassim Bouachir
:
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Syst. Appl. 143 (2020) - 2019
- [j5]Wassim Bouachir
, Koffi Eddy Ihou, Houssem-Eddine Gueziri, Nizar Bouguila
, Nicolas Bélanger:
Computer Vision System for Automatic Counting of Planting Microsites Using UAV Imagery. IEEE Access 7: 82491-82500 (2019) - 2018
- [j4]Haythem Rehouma, Rita Noumeir, Wassim Bouachir, Philippe Jouvet
, Sandrine Essouri
:
3D imaging system for respiratory monitoring in pediatric intensive care environment. Comput. Medical Imaging Graph. 70: 17-28 (2018) - [j3]Wassim Bouachir, Rafik Gouiaa
, Bo Li, Rita Noumeir:
Intelligent video surveillance for real-time detection of suicide attempts. Pattern Recognit. Lett. 110: 1-7 (2018) - 2015
- [j2]Wassim Bouachir, Guillaume-Alexandre Bilodeau
:
Collaborative part-based tracking using salient local predictors. Comput. Vis. Image Underst. 137: 88-101 (2015) - [j1]Wassim Bouachir, Guillaume-Alexandre Bilodeau:
Exploiting structural constraints for visual object tracking. Image Vis. Comput. 43: 39-49 (2015)
Conference and Workshop Papers
- 2024
- [c22]Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara:
Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis. ICSC 2024: 33-40 - 2023
- [c21]Hela Jemaa, Wassim Bouachir, Brigitte Leblon, Armand LaRocque, Ata Haddadi, Nizar Bouguila:
Tree Health Assessment from UAV Images: Improving Object Detection and Classification Using Hard Negative Mining and Semi-Supervised Autoencoder. CRV 2023: 312-319 - [c20]Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CVPR Workshops 2023: 394-402 - [c19]Ahmed Zgaren
, Wassim Bouachir, Nizar Bouguila, Riad I. Hammoud:
MoundCount: A detection-based approach for automatic counting of planting microsites on UAV images. CVPR Workshops 2023: 497-506 - [c18]Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault:
Automating Lichen Monitoring in Ecological Studies Using Instance Segmentation of Time-Lapse Images. ICMLA 2023: 98-103 - [c17]Alaa Nfissi
, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara:
Iterative Feature Boosting for Explainable Speech Emotion Recognition. ICMLA 2023: 543-549 - [c16]Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
HCT: Hybrid Convnet-Transformer for Parkinson's Disease Detection and Severity Prediction from Gait. ICMLA 2023: 814-819 - 2022
- [c15]Majid Nikougoftar Nategh, Ahmed Zgaren
, Wassim Bouachir, Nizar Bouguila:
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. ICMLA 2022: 375-381 - [c14]Alaa Nfissi
, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara:
CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks. ICMLA 2022: 699-702 - [c13]Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Transformers for 1D signals in Parkinson's disease detection from gait. ICPR 2022: 5089-5095 - 2020
- [c12]Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
MFST: Multi-Features Siamese Tracker. ICPR 2020: 8416-8422 - [c11]Ahmed Zgaren
, Wassim Bouachir, Riadh Ksantini:
Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters. ISVC (1) 2020: 517-529 - 2018
- [c10]Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multi-branch Siamese Networks with Online Selection for Object Tracking. ISVC 2018: 309-319 - 2017
- [c9]Bo Li, Wassim Bouachir, Rafik Gouiaa, Rita Noumeir:
Real-time recognition of suicidal behavior using an RGB-D camera. IPTA 2017: 1-6 - [c8]Haythem Rehouma, Rita Noumeir, Philippe Jouvet, Wassim Bouachir, Sandrine Essouri:
A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras. IPTA 2017: 1-6 - 2016
- [c7]Wassim Bouachir, Rita Noumeir:
Automated video surveillance for preventing suicide attempts. ICDP 2016: 1-6 - [c6]Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais:
A bag of words approach for semantic segmentation of monitored scenes. ISIVC 2016: 88-93 - 2015
- [c5]Gengjie Chen, Pierre-Luc St-Charles
, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Robert Bergevin
:
Reproducible evaluation of Pan-Tilt-Zoom tracking. ICIP 2015: 2055-2059 - [c4]Wassim Bouachir, Guillaume-Alexandre Bilodeau
:
Part-Based Tracking via Salient Collaborating Features. WACV 2015: 78-85 - 2014
- [c3]Wassim Bouachir, Guillaume-Alexandre Bilodeau
:
Structure-aware keypoint tracking for partial occlusion handling. WACV 2014: 877-884 - 2013
- [c2]Wassim Bouachir, Guillaume-Alexandre Bilodeau
:
Visual Face Tracking: A Coarse-to-Fine Target State Estimation. CRV 2013: 45-51 - 2009
- [c1]Wassim Bouachir, Mustapha Kardouchi, Nabil Belacel
:
Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation. SITIS 2009: 215-220
Informal and Other Publications
- 2024
- [i19]Noreen Anwar, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection. CoRR abs/2402.10752 (2024) - [i18]Khalil Sabri, Célia Djilali, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Wassim Bouachir:
Detection of Micromobility Vehicles in Urban Traffic Videos. CoRR abs/2402.18503 (2024) - [i17]Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara:
Iterative Feature Boosting for Explainable Speech Emotion Recognition. CoRR abs/2405.20172 (2024) - [i16]Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian L. Mishara:
Unveiling Hidden Factors: Explainable AI for Feature Boosting in Speech Emotion Recognition. CoRR abs/2406.01624 (2024) - 2023
- [i15]Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette. CoRR abs/2304.11291 (2023) - [i14]Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait. CoRR abs/2310.17078 (2023) - [i13]Safwen Naimi, Olfa Koubaa, Wassim Bouachir, Guillaume-Alexandre Bilodeau, Gregory Jeddore, Patricia Baines, David L. P. Correia, Andre Arsenault:
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images. CoRR abs/2310.17080 (2023) - [i12]Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila:
Automatic counting of planting microsites via local visual detection and global count estimation. CoRR abs/2311.00796 (2023) - [i11]Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau:
1D-Convolutional transformer for Parkinson disease diagnosis from gait. CoRR abs/2311.03177 (2023) - 2022
- [i10]Duc Minh Dimitri Nguyen, Mehdi Miah, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Transformers for 1D Signals in Parkinson's Disease Detection from Gait. CoRR abs/2204.00423 (2022) - [i9]Majid Nikougoftar Nategh, Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila:
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. CoRR abs/2209.02608 (2022) - 2021
- [i8]Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
MFST: Multi-Features Siamese Tracker. CoRR abs/2103.00810 (2021) - [i7]Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multiple Convolutional Features in Siamese Networks for Object Tracking. CoRR abs/2103.01222 (2021) - 2020
- [i6]Ahmed Zgaren, Wassim Bouachir, Riadh Ksantini:
Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters. CoRR abs/2012.12784 (2020) - 2019
- [i5]Imanne El Maachi, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. CoRR abs/1910.11509 (2019) - 2018
- [i4]Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir:
Multi-Branch Siamese Networks with Online Selection for Object Tracking. CoRR abs/1808.07349 (2018) - [i3]Mohamed El Amine Elforaici, Ismail Chaaraoui, Wassim Bouachir, Youssef Ouakrim, Neila Mezghani:
Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. CoRR abs/1810.00308 (2018) - 2015
- [i2]Gengjie Chen, Pierre-Luc St-Charles, Wassim Bouachir, Thomas Joeisseint, Guillaume-Alexandre Bilodeau, Robert Bergevin:
Reproducible Evaluation of Pan-Tilt-Zoom Tracking. CoRR abs/1505.04502 (2015) - 2013
- [i1]Wassim Bouachir, Atousa Torabi, Guillaume-Alexandre Bilodeau, Pascal Blais:
A Bag of Words Approach for Semantic Segmentation of Monitored Scenes. CoRR abs/1305.3189 (2013)
Coauthor Index
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