Ala Mhalla

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Venues

ICDSC

ICME

CoRR

VISIGRAPP (5: VISAPP)

University of Clermont Auvergne, Clermont-Ferrand, France (PHD)

Education History

University of Clermont Auvergne, Clermont-Ferrand, France

PHD

Publications

Ala Mhalla, Jean-Marie Favreau
Domain adaptation framework for personalized human activity recognition models. Multim. Tools Appl. 83 (25) (2024)
Ala Mhalla, Jean-Marie Favreau
Wearable IoT Sensor Combining Deep Learning for Enhanced Human Activity Recognition in Indoor and Outdoor Settings. UNet (2023)
Ala Mhalla, Jean-Marie Favreau
Toward Personalized Human Activity Recognition Model with Auto-Supervised Learning Framework. ICME (2021)
Nada Hammami, Ala Mhalla, Alexis Landrault
Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform. VISIGRAPP (5: VISAPP) (2019)
Ala Mhalla, Thierry Chateau
Improving Multi Object Tracking-By-Detection Model Using a Temporal Interlaced Encoding and a Specialized Deep Detector. IV (2019)
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) (2019)
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 (2019)
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)
Ala Mhalla, Thierry Chateau, Houda Maâmatou, Sami Gazzah, Najoua Essoukri Ben Amara
SMC Faster R-CNN: Toward a scene-specialized multi-object detector. CoRR (2017)
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 (2017)
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)
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)
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)

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Publication Activity (10 Years)

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Ala Mhalla