Development of moving object detection and tracking

Object detection is a process of locating and identifying the position of object in the frame of a video sequence. While object tracking is the process of locating the object of interest over time in the sequence of video frame. The steps of object detection and tracking is start with detection of...

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Main Author: Zainon, Muhammad Kamal Rizal
Format: Final Year Project
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.22932 /
Published: Universiti Teknologi PETRONAS 2017
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access: http://utpedia.utp.edu.my/22932/1/final%20dissertation%201.pdf
http://utpedia.utp.edu.my/22932/
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spelling utp-utpedia.229322022-03-07T03:07:44Z http://utpedia.utp.edu.my/22932/ Development of moving object detection and tracking Zainon, Muhammad Kamal Rizal TK Electrical engineering. Electronics Nuclear engineering Object detection is a process of locating and identifying the position of object in the frame of a video sequence. While object tracking is the process of locating the object of interest over time in the sequence of video frame. The steps of object detection and tracking is start with detection of object of interest, followed by tracking of the object over time and lastly the analysis of trajectory of tracked object. Object detection and tracking have been implemented mostly in the field of control, security and surveillance like vehicle navigation and human robot interaction. But, object detection and tracking is not perfect as problems still emerged such as dynamic background, for multiple objects and expensive computational hardware. This work explores the commonly used object detection and tracking technique. The suitable method for static camera was implemented in Matlab and OpenCV on a sample pedestrian video. In the end, the results of both software were shown. Universiti Teknologi PETRONAS 2017-01 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/22932/1/final%20dissertation%201.pdf Zainon, Muhammad Kamal Rizal (2017) Development of moving object detection and tracking. Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Zainon, Muhammad Kamal Rizal
Development of moving object detection and tracking
description Object detection is a process of locating and identifying the position of object in the frame of a video sequence. While object tracking is the process of locating the object of interest over time in the sequence of video frame. The steps of object detection and tracking is start with detection of object of interest, followed by tracking of the object over time and lastly the analysis of trajectory of tracked object. Object detection and tracking have been implemented mostly in the field of control, security and surveillance like vehicle navigation and human robot interaction. But, object detection and tracking is not perfect as problems still emerged such as dynamic background, for multiple objects and expensive computational hardware. This work explores the commonly used object detection and tracking technique. The suitable method for static camera was implemented in Matlab and OpenCV on a sample pedestrian video. In the end, the results of both software were shown.
format Final Year Project
author Zainon, Muhammad Kamal Rizal
author_sort Zainon, Muhammad Kamal Rizal
title Development of moving object detection and tracking
title_short Development of moving object detection and tracking
title_full Development of moving object detection and tracking
title_fullStr Development of moving object detection and tracking
title_full_unstemmed Development of moving object detection and tracking
title_sort development of moving object detection and tracking
publisher Universiti Teknologi PETRONAS
publishDate 2017
url http://utpedia.utp.edu.my/22932/1/final%20dissertation%201.pdf
http://utpedia.utp.edu.my/22932/
_version_ 1741195883738824704
score 11.62408

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