Faster R-CNN Scene Specialization with a Sequential Monte-Carlo Framework. - Ala Mhalla; Houda Maâmatou; Thierry Chateau; Sami Gazzah; Najoua Essoukri Ben Amara (DICTA, 2016)

A Faster R-CNN Multi-Object Detector on a Nvidia Jetson TX1 Embedded System: Demo. - Ala Mhalla; Thierry Chateau; Sami Gazzah; Najoua Essoukri Ben Amara (ICDSC, 2016)

Scene-Specific Pedestrian Detector Using Monte Carlo Framework and Faster R-CNN Deep Model: PhD Forum. - Ala Mhalla; Thierry Chateau; Sami Gazzah; Najoua Essoukri Ben Amara (ICDSC, 2016)

Specialization of a Generic Pedestrian Detector to a Specific Traffic Scene by the Sequential Monte-Carlo Filter and the Faster R-CNN. - Ala Mhalla; Thierry Chateau; Sami Gazzah; Najoua Essoukri Ben Amara (VISIGRAPP (4: VISAPP), 2017)

SMC faster R-CNN: Toward a scene-specialized multi-object detector. - Ala Mhalla; Thierry Chateau; Houda Maâmatou; Sami Gazzah; Najoua Essoukri Ben Amara (Comput. Vis. Image Underst., 2017)

Multi-object detection and tracking in video sequences. (Détection et suivi multi-objets dans des séquences vidéo). - Ala Mhalla (2018)

Improving Multi Object Tracking-By-Detection Model Using a Temporal Interlaced Encoding and a Specialized Deep Detector. - Ala Mhalla; Thierry Chateau (IV, 2019)

Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform. - Nada Hammami; Ala Mhalla; Alexis Landrault (VISIGRAPP (5: VISAPP), 2019)

Spatio-temporal object detection by deep learning: Video-interlacing to improve multi-object tracking. - Ala Mhalla; Thierry Chateau; Najoua Essoukri Ben Amara (Image Vis. Comput., 2019)

An Embedded Computer-Vision System for Multi-Object Detection in Traffic Surveillance. - Ala Mhalla; Thierry Chateau; Sami Gazzah; Najoua Essoukri Ben Amara (IEEE Trans. Intell. Transp. Syst., 2019)

Toward Personalized Human Activity Recognition Model with Auto-Supervised Learning Framework. - Ala Mhalla; Jean-Marie Favreau (ICME, 2021)

Wearable IoT Sensor Combining Deep Learning for Enhanced Human Activity Recognition in Indoor and Outdoor Settings. - Ala Mhalla; Jean-Marie Favreau (UNet, 2023)

Domain adaptation framework for personalized human activity recognition models. - Ala Mhalla; Jean-Marie Favreau (Multim. Tools Appl., 2024)