Video surveillance system for tracking human activity

Video surveillance system for tracking human activity

The objective of this project is to develop a state-of-the-art video surveillance system which is able to categorize different types of human action in complex background environment. The system makes use of multiple interest point detectors to obtain a large number of features, estimates motion vec...

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Bibliographic Details
Main Author: Nguyen, Hung Phuong.
Other Authors: Sabu Emmanuel
Format: Final Year Project
Language:English
Published: 2010
Subjects:
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Online Access:http://hdl.handle.net/10356/38613
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-38613
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spelling sg-ntu-dr.10356-386132023-03-03T20:27:33Z Video surveillance system for tracking human activity Nguyen, Hung Phuong. Sabu Emmanuel School of Computer Engineering Centre for Multimedia and Network Technology DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision The objective of this project is to develop a state-of-the-art video surveillance system which is able to categorize different types of human action in complex background environment. The system makes use of multiple interest point detectors to obtain a large number of features, estimates motion vectors using optical flows and SIFT based matching, correct motion of these features by segmentation and homography estimation, then finally train and test data using vocabulary tree. Bachelor of Engineering (Computer Science) 2010-05-13T07:41:13Z 2010-05-13T07:41:13Z 2010 2010 Final Year Project (FYP) http://hdl.handle.net/10356/38613 en Nanyang Technological University 70 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
spellingShingle DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Nguyen, Hung Phuong.
Video surveillance system for tracking human activity
description The objective of this project is to develop a state-of-the-art video surveillance system which is able to categorize different types of human action in complex background environment. The system makes use of multiple interest point detectors to obtain a large number of features, estimates motion vectors using optical flows and SIFT based matching, correct motion of these features by segmentation and homography estimation, then finally train and test data using vocabulary tree.
author2 Sabu Emmanuel
author_facet Sabu Emmanuel
Nguyen, Hung Phuong.
format Final Year Project
author Nguyen, Hung Phuong.
author_sort Nguyen, Hung Phuong.
title Video surveillance system for tracking human activity
title_short Video surveillance system for tracking human activity
title_full Video surveillance system for tracking human activity
title_fullStr Video surveillance system for tracking human activity
title_full_unstemmed Video surveillance system for tracking human activity
title_sort video surveillance system for tracking human activity
publishDate 2010
url http://hdl.handle.net/10356/38613
_version_ 1759857059427254272

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