Human motion detection and tracking

Neziha Jaouedi; Soumaya Zaghbani; Noureddine Boujnah; Mohamed Salim Bouhlel

doi:10.1117/12.2268539

17 March 2017 Human motion detection and tracking

Neziha Jaouedi, Soumaya Zaghbani, Noureddine Boujnah, Mohamed Salim Bouhlel

Proceedings Volume 10341, Ninth International Conference on Machine Vision (ICMV 2016); 1034106 (2017) https://doi.org/10.1117/12.2268539
Event: Ninth International Conference on Machine Vision, 2016, Nice, France

Abstract

Human behavior analysis in a video scene is based on motion feature extraction and recognition, many information is hidden behind gesture, sudden motion and walking, many research works tried to model and then recognize human behavior through motion analysis. In our work we will focus on motion extraction and tracking with some enhancements comparing to previous approaches. The first phase of behavior analysis is the extraction of regions in the video in motion. The second phase is devoted to motion tracking using Kalman filter. Performances evaluation are based on both visual quality and numerical values of MSE(Mean Squared Error).

Citation Download Citation

Neziha Jaouedi, Soumaya Zaghbani, Noureddine Boujnah, and Mohamed Salim Bouhlel "Human motion detection and tracking", Proc. SPIE 10341, Ninth International Conference on Machine Vision (ICMV 2016), 1034106 (17 March 2017); https://doi.org/10.1117/12.2268539

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