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2020 – today
- 2024
[j4]Ala Mhalla
, Jean-Marie Favreau:
Domain adaptation framework for personalized human activity recognition models. Multim. Tools Appl. 83(25): 66775-66797 (2024)- 2023
- [c8]Ala Mhalla, Jean-Marie Favreau:
Wearable IoT Sensor Combining Deep Learning for Enhanced Human Activity Recognition in Indoor and Outdoor Settings. UNet 2023: 43-53 - 2021
- [c7]Ala Mhalla, Jean-Marie Favreau:
Toward Personalized Human Activity Recognition Model with Auto-Supervised Learning Framework. ICME 2021: 1-6
2010 – 2019
- 2019
- [j3]Ala Mhalla, Thierry Chateau, Najoua Essoukri Ben Amara:
Spatio-temporal object detection by deep learning: Video-interlacing to improve multi-object tracking. Image Vis. Comput. 88: 120-131 (2019) - [j2]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
An Embedded Computer-Vision System for Multi-Object Detection in Traffic Surveillance. IEEE Trans. Intell. Transp. Syst. 20(11): 4006-4018 (2019) - [c6]Ala Mhalla, Thierry Chateau:
Improving Multi Object Tracking-By-Detection Model Using a Temporal Interlaced Encoding and a Specialized Deep Detector. IV 2019: 510-516 - [c5]Nada Hammami, Ala Mhalla, Alexis Landrault:
Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform. VISIGRAPP (5: VISAPP) 2019: 321-327 - 2018
- [b1]Ala Mhalla:
Multi-object detection and tracking in video sequences. (Détection et suivi multi-objets dans des séquences vidéo). University of Clermont Auvergne, Clermont-Ferrand, France, 2018 - 2017
- [j1]Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara:
SMC faster R-CNN: Toward a scene-specialized multi-object detector. Comput. Vis. Image Underst. 164: 3-15 (2017) - [c4]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Specialization of a Generic Pedestrian Detector to a Specific Traffic Scene by the Sequential Monte-Carlo Filter and the Faster R-CNN. VISIGRAPP (4: VISAPP) 2017: 17-23 - [i1]Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara:
SMC Faster R-CNN: Toward a scene-specialized multi-object detector. CoRR abs/1706.10217 (2017) - 2016
- [c3]Ala Mhalla, Houda Maâmatou, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Faster R-CNN Scene Specialization with a Sequential Monte-Carlo Framework. DICTA 2016: 1-7 - [c2]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
A Faster R-CNN Multi-Object Detector on a Nvidia Jetson TX1 Embedded System: Demo. ICDSC 2016: 208-209 - [c1]Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara:
Scene-Specific Pedestrian Detector Using Monte Carlo Framework and Faster R-CNN Deep Model: PhD Forum. ICDSC 2016: 228-229
Coauthor Index
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