Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling

Processing the image streams captured by a camera to track human movements, and to make estimation of human actions from 2D images, is a challenge in designing computational structures for real-time operations. Motion analysis involves high parallel-data and computation-intensive data processing mak...

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Main Author: Llorente, Cesar A.
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Published: Animo Repository 2010
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/8119
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-86332023-01-24T06:07:19Z Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling Llorente, Cesar A. Processing the image streams captured by a camera to track human movements, and to make estimation of human actions from 2D images, is a challenge in designing computational structures for real-time operations. Motion analysis involves high parallel-data and computation-intensive data processing making reconfigurable computing platform architectures highly suitable. In this study, we propose to develop an FPGA-based motion analysis system based on a coarse-grain reconfigurable architecture that integrates an image-event driven mechanism for the reconfiguration of the reconfigurable core. The proposed system will be implemented on Xilinx ML410 Embedded Development Board. An image sensor interfaced to a Virtex 4 FPGA development boards will provide the real-time video stream. This work may find application is the area of surveillance, intelligent ambient control and in the emerging domain of Social Signal Processing (SSP). 2010-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/8119 Faculty Research Work Animo Repository Adaptive computing systems Motion detectors Computer Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Adaptive computing systems
Motion detectors
Computer Engineering
spellingShingle Adaptive computing systems
Motion detectors
Computer Engineering
Llorente, Cesar A.
Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
description Processing the image streams captured by a camera to track human movements, and to make estimation of human actions from 2D images, is a challenge in designing computational structures for real-time operations. Motion analysis involves high parallel-data and computation-intensive data processing making reconfigurable computing platform architectures highly suitable. In this study, we propose to develop an FPGA-based motion analysis system based on a coarse-grain reconfigurable architecture that integrates an image-event driven mechanism for the reconfiguration of the reconfigurable core. The proposed system will be implemented on Xilinx ML410 Embedded Development Board. An image sensor interfaced to a Virtex 4 FPGA development boards will provide the real-time video stream. This work may find application is the area of surveillance, intelligent ambient control and in the emerging domain of Social Signal Processing (SSP).
format text
author Llorente, Cesar A.
author_facet Llorente, Cesar A.
author_sort Llorente, Cesar A.
title Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
title_short Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
title_full Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
title_fullStr Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
title_full_unstemmed Event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
title_sort event driven reconfigurable architecture for real-time multiple human motion tracking and profiling
publisher Animo Repository
publishDate 2010
url https://animorepository.dlsu.edu.ph/faculty_research/8119
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