Ala Mhalla

15 papers A 1C 1Misc 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
Neuro-Symbolic Multi-Head Learning for Spatial Relation Classification.
VISAPP (3)
Katia Abdou, Ala Mhalla, Olivier Caspary
2024 J jnl
Domain adaptation framework for personalized human activity recognition models.
Multim. Tools Appl.
Ala Mhalla, Jean-Marie Favreau
2023 — conf
Wearable IoT Sensor Combining Deep Learning for Enhanced Human Activity Recognition in Indoor and Outdoor Settings.
UNet
Ala Mhalla, Jean-Marie Favreau
2021 A conf
Toward Personalized Human Activity Recognition Model with Auto-Supervised Learning Framework.
ICME
Ala Mhalla, Jean-Marie Favreau
2019 J jnl
An Embedded Computer-Vision System for Multi-Object Detection in Traffic Surveillance.
IEEE Trans. Intell. Transp. Syst.
Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara
2019 — conf
Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform.
VISIGRAPP (5: VISAPP)
Nada Hammami, Ala Mhalla, Alexis Landrault
2019 C conf
Improving Multi Object Tracking-By-Detection Model Using a Temporal Interlaced Encoding and a Specialized Deep Detector.
IV
Ala Mhalla, Thierry Chateau
2019 J jnl
Spatio-temporal object detection by deep learning: Video-interlacing to improve multi-object tracking.
Image Vis. Comput.
Ala Mhalla, Thierry Chateau, Najoua Essoukri Ben Amara
2018 — —
Multi-object detection and tracking in video sequences. (Détection et suivi multi-objets dans des séquences vidéo).
Ala Mhalla
2017 J jnl
SMC Faster R-CNN: Toward a scene-specialized multi-object detector.
CoRR
Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara
2017 J jnl
SMC faster R-CNN: Toward a scene-specialized multi-object detector.
Comput. Vis. Image Underst.
Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara
2017 — conf
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)
Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara
2016 — conf
A Faster R-CNN Multi-Object Detector on a Nvidia Jetson TX1 Embedded System: Demo.
ICDSC
Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara
2016 Misc conf
Faster R-CNN Scene Specialization with a Sequential Monte-Carlo Framework.
DICTA
Ala Mhalla, Houda Maâmatou, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara
2016 — conf
Scene-Specific Pedestrian Detector Using Monte Carlo Framework and Faster R-CNN Deep Model: PhD Forum.
ICDSC
Ala Mhalla, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara