85 citations
- Centre National de la Recherche ScientifiqueFR13 papers
- Université Gustave EiffelFR7 papers
- Institut de Recherche en Informatique de ToulouseFR5 papers
- Universidad Carlos III de MadridES5 papers
- Université Toulouse III - Paul SabatierFR5 papers
- Centre de Recherche en Mathématiques de la DécisionFR4 papers
- ANGE: Analyse Numérique, Géophysique et EnvironnementFR3 papers
- Laboratoire Jacques-Louis LionsFR3 papers
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6 papers · 1 filter
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks
Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil +2
Recognizing human actions in untrimmed videos is an important challenging task. An effective 3D motion representation and a powerful learning model are two key factors influencing…
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil +2
We propose a novel skeleton-based representation for 3D action recognition in videos using Deep Convolutional Neural Networks (D-CNNs). Two key issues have been addressed: First, h…
Baselines and a datasheet for the Cerema AWP dataset
Ismaïla Seck, Khouloud Dahmane, Pierre Duthon +1
This paper presents the recently published Cerema AWP (Adverse Weather Pedestrian) dataset for various machine learning tasks and its exports in machine learning friendly format. W…
Exploiting deep residual networks for human action recognition from skeletal data
Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil +2
The computer vision community is currently focusing on solving action recognition problems in real videos, which contain thousands of samples with many challenges. In this process,…
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks
Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil +2
Automatic human action recognition is indispensable for almost artificial intelligent systems such as video surveillance, human-computer interfaces, video retrieval, etc. Despite a…
Capacitive microwave sensor for toxic vapor detection in an atmospheric environment
P. Bahoumina, H. Hallil, K Pieper +11
-This paper presents an inkjet printing capacitive microwave sensor for toxic vapor detection. The designed sensors were presented and fabricated with success. The experiments show…