LogoTeluq
Français
Logo
Open access research
publication repository

DOCUMENTS BY wassim.bouachir@teluq.ca

Up one level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0

Journal Articles

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte; LaRocque, Armand; Haddadi, Ata, & Bouguila, Nizar (2023). UAV-Based Computer Vision System for Orchard Apple Tree Detection and Health Assessment. Remote Sensing, 15. https://doi.org/10.3390/rs15143558

Naimi, Safwen; Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2023). 1D-Convolutional transformer for Parkinson disease diagnosis from gait. Neural Computing and Applications.

Zgaren, Ahmed; Bouachir, Wassim, & Bouguila, Nizar (2023). Automatic counting of planting microsites via local visual detection and global count estimation. IEEE Transactions on Emerging Topics in Computational Intelligence, 1-15. https://doi.org/10.1109/TETCI.2023.3272004

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2021). Multiple Convolutional Features in Siamese Networks for Object Tracking. Machine Vision and Applications, 32 (3), 59.

Ihou, Koffi Eddy; Bouguila, Nizar, & Bouachir, Wassim (2020). Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels. Pattern Analysis and Applications. https://doi.org/10.1007/s10044-020-00917-1

El Maachi, Imanne; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2020). Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Systems with Applications, 143. https://doi.org/10.1016/j.eswa.2019.113075

Correia, David LP; Bouachir, Wassim; Gervais, David; Pureswaran, Deepa; Kneeshaw, Daniel D, & De Grandpré, Louis (2020). Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images. IEEE Access, 8, 13151 - 13160. https://doi.org/10.1109/ACCESS.2020.2965462

Bouachir, Wassim; Ihou, Koffi Eddy; Gueziri, Houssem-Eddine; Bouguila, Nizar, & Bélanger, Nicolas (2019). Computer Vision System for Automatic Counting of Planting Microsites Using UAV Imagery. IEEE Access, 7, 82491 - 82500. https://doi.org/10.1109/ACCESS.2019.2923765

Ghazal, Sam; Sauthier, Michael; Brossier, David; Bouachir, Wassim; Jouvet, Philippe, & Noumeir, Rita (2019). Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study. PLoS ONE, 14 (2). https://doi.org/10.1371/journal.pone.0198921

Rehouma, Haythem; Noumeir, Rita; Bouachir, Wassim; Jouvet, Philippe, & Essouri, Sandrine (2018). 3D imaging system for respiratory monitoring in pediatric intensive care environment. Computerized Medical Imaging and Graphics, 70, 17-28. https://doi.org/10.1016/j.compmedimag.2018.09.006

Bouachir, Wassim; Gouiaa, Rafik; Li, Bo, & Noumeir, Rita (2018). Intelligent video surveillance for real-time detection of suicide attempts. Pattern Recognition Letters, 110. https://doi.org/10.1016/j.patrec.2018.03.018

Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2015). Collaborative part-based tracking using salient local predictors. Computer Vision and Image Understanding, 137, 88-101. https://doi.org/10.1016/j.cviu.2015.03.010

Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2015). Exploiting structural constraints for visual object tracking. Image and Vision Computing, 43, 39-49. https://doi.org/10.1016/j.imavis.2015.09.002

Papers in Conference Proceedings

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (In Press). Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis. In Proceedings of the IEEE International Conference on Semantic Computing (IEEE ICSC 2024). IEEE.

Naimi, Safwen; Koubaa, Olfa; Bouachir, Wassim; Bilodeau, Guillaume-Alexandre; Jeddore, Gregory; Baines, Patricia; Correia, David LP, & Arsenault, André (In Press). Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Naimi, Safwen; Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (In Press). HCT: Hybrid Convnet-Transformer for Parkinson’s disease detection and severity prediction from gait. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (In Press). Iterative Feature Boosting for Explainable Speech Emotion Recognition. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Zgaren, Ahmed; Bouachir, Wassim; Bouguila, Nizar, & Hammoud, Riad I. (2023). MoundCount: A Detection-Based Approach for Automatic Counting of Planting Microsites on UAV Images. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (p. 497-506).

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte; LaRocque, Armand; Haddadi, Ata, & Bouguila, Nizar (2023). Tree health assessment from UAV images: Improving object detection and classification using hard negative mining and semi-supervised autoencoder. In 2023 20th Conference on Robots and Vision (CRV) (p. 312-319). IEEE. https://doi.org/10.1109/CRV60082.2023.00047

Anwar, Noreen; Philippe, Duplessis-Guindon; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2023). VisiTherS: Visible-Thermal Infrared Stereo Disparity Estimation of Human Silhouette. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (p. 394-402).

Nikougoftar Nategh, Majid; Zgaren, Ahmed; Bouachir, Wassim, & Bouguila, Nizar (2022). Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. In 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (p. 375-381). IEEE. https://doi.org/10.1109/ICMLA55696.2022.00060

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (2022). CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks. In Proceedings of the 21st IEEE International Conference on Machine Learning and Applications (ICMLA 2022). IEEE.

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte, & Bouguila, Nizar (2022). Computer vision system for detecting orchard trees from UAV images. In The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Copernicus GmbH. https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-661-2022

Zgaren, Ahmed; Bouachir, Wassim, & Ksantini, Riadh (2020). Coarse-to-Fine Object Tracking Using Deep Features and Correlation filters. In Advances in Visual Computing : 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings. Cham, Suisse : Springer, coll. « Lecture Notes in Computer Science », vol. 12509. https://doi.org/10.1007/978-3-030-64556-4_40

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (In Press). MFST: Multi-Features Siamese Tracker. In Proceedings of the 25th International Conference on Pattern Recognition (ICPR). IEEE.

Dimitri Nguyen, Duc Minh; Miah, Mehdi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (In Press). Transformers for 1D signals in Parkinson’s disease detection from gait. In Proceedings of the 26th International Conference on Pattern Recognition (ICPR 2022). IEEE.

Elforaici, Mohamed El Amine; Chaaraoui, Ismail; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (2018). Posture recognition using an RGB-D camera : exploring 3D body modeling and deep learning approaches. In IEEE Life Sciences Conference (LSC) (p. 69-72). Montreal, Canada : IEEE. https://doi.org/10.1109/LSC.2018.8572079

Riahi, Dorra; Bouachir, Wassim; Ouakrim, Youssef, & Mezghani, Neila (2018). Depth imaging system for human posture recognition. In IEEE Middle East Conference on Biomedical Engineering (MECBME 2018) (p. 177-181). IEEE. https://doi.org/10.1109/MECBME.2018.8402429

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2018). Multi-Branch Siamese Networks with Online Selection for Object Tracking. In Bebis, Georges; Boyle, Richard; Parvin, Bahram; Koracin, Darko; Turek, Matt; Ramalingam, Srikumar; Xu, Kai; Lin, Stephen; Alsallakh, Bilal; Yang, Jing; Cuervo, Eduardo, & Ventura, Jonathan (Ed.), Advances in Visual Computing : 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19-21, 2018, Proceedings. Cham, Suisse : Springer, coll. « Lecture Notes in Computer Science », vol. 11241. https://doi.org/10.1007/978-3-030-03801-4_28

Li, Bo; Bouachir, Wassim; Gouiaa, Rafik, & Noumeir, Rita (2017). Real-time recognition of suicidal behavior using an RGB-D camera. In Proceedings of the Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017). Montréal, Canada : IEEE Xplore Digital Library.

Rehouma, Haythem; Noumeir, Rita; Jouvet, Philippe; Bouachir, Wassim, & Essouri, Sandrine (2017). A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras. In Proceedings of the Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017). Montréal, Canada : IEEE Xplore Digital Library.

Bouachir, Wassim, & Noumeir, Rita (2016). Automated video surveillance for preventing suicide attempts. In Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention (ICDP). Madrid, Espagne : IET Digital Library.

Bouachir, Wassim; Torabi, Atousa; Bilodeau, Guillaume-Alexandre, & Blais, Pascal (2016). A Bag of Words Approach for Semantic Segmentation of Monitored Scenes. In Proceedings of the International Symposium on Signal, Image, Video and Communications. Tunis, Tunisia : IEEE.

Chen, Gengjie; St-Charles, Pierre-Luc; Bouachir, Wassim; Bilodeau, Guillaume-Alexandre, & Bergevin, Robert (2015). Reproducible evaluation of Pan-Tilt-Zoom tracking. In Proceedings of the IEEE International Conference on Image Processing (ICIP). IEEE.

Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2015). Part-based tracking via salient collaborating features. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) (p. 78 - 85). IEEE. https://doi.org/10.1109/WACV.2015.18

Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2014). Structure-aware keypoint tracking for partial occlusion handling. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) (p. 877 - 884). IEEE. https://doi.org/10.1109/WACV.2014.6836011

Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2013). Visual face tracking: a coarse-to-fine target state estimation. In Proceedings of the International Conference on Computer and Robot Vision (CRV) (p. 45 - 51). IEEE. ISBN 9781467364096 https://doi.org/10.1109/CRV.2013.18

Bouachir, Wassim; Kardouchi, Mustapha, & Belacel, Nabil (2010). Fuzzy indexing for bag of features scene categorization. In Proceedings of the 5th International Symposium on I/V Communications and Mobile Network (ISVC). IEEE. ISBN 978-1-4244-5996-4 https://doi.org/10.1109/ISVC.2010.5656164

Bouachir, Wassim; Kardouchi, Mustapha, & Belacel, Nabil (2010). Improving bag of visual words image retrieval: a fuzzy weighing scheme for efficient indexation. In Proceedings of the Fifth International Conference on Signal-Image Technology and Internet-Based Systems (SITIS) (p. 215 - 220). IEEE. ISBN 978-1-4244-5740-3 https://doi.org/10.1109/SITIS.2009.43

Conference papers (unpublished)

Gueziri, Houssem-Eddine; Bouachir, Wassim; Gouiaa, Rafik; Djafri, Ikram, & Bélanger, Nicolas (Aug 2018). Estimating the number of planting microsites using UAV and computer vision. Paper presented at The Montreal Artificial Intelligence Symposium, Montréal, QC, Canada.

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (Aug 2018). Multi-Branch Siamese Networks with Online Selection for Object Tracking. Paper presented at The Montreal Artificial intelligence Symposium, Montréal, QC, Canada.

Reports

Chen, Gengjie; St-Charles, Pierre-Luc; Bouachir, Wassim; Joeisseint, Thomas; Bilodeau, Guillaume-Alexandre, & Bergevin, Robert (2015). Reproducible evaluation of Pan-Tilt-Zoom tracking (extended version of the 2015 ICIP paper) (rapport de recherche présenté à IEEE International Conference on Image Processing (ICIP))..

Whiten, Chris; Bouachir, Wassim; Bilodeau, Guillaume-Alexandre, & Laganière, Robert (2012). The current state of face tracking for video surveillance (rapport de recherche). Canada Border Services Agency (CBSA).

Doctoral Dissertations and Master's Theses

Bouachir, Wassim (2014). Suivi d'objets par caractéristiques locales encodant la structure (Doctoral dissertation, École Polytechnique de Montréal, Montréal, Canada). Advisor(s): Bilodeau, Guillaume-Alexandre.

Bouachir, Wassim (2010). Recherche d'images et classification par mots visuels et descripteurs flous (Master's thesis, Université de Moncton, Moncton, Canada). Advisor(s): Kardouchi, Mustapha, & Belacel, Nabil.