Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/425847
Title: | Discriminative Object Tracking Via Subspace Representation with Superpixel Dimension Reduction |
Researcher: | Rajkumari Bidyalakshmi Devi |
Guide(s): | Yambem Jina Chanu |
Keywords: | Computer Science Computer Science Theory and Methods Engineering and Technology |
University: | National Institute of Technology Manipur |
Completed Date: | 2020 |
Abstract: | Visual object tracking is a core research area in the eld of pattern recognition and newlinecomputer vision. It is the process of tracking an object of interest from frame to newlineframe in an image sequence. It can be applied in various applications of computer newlinevision like video surveillance, robot navigation, trac monitoring, vehicle tracking, newlinemedical system, activity recognition etc. But tracking of a visual object is not an newlineeasy task as it is always restricted by diculties caused by pose change, illumination newlinevariation, in-plane rotation, out-plane rotation, shape deformation, background newlinecluttered, motion blur, pose change and so on. Many object tracking methods newlinehave been developed in the past but still, those diculties remain a challenging newlineproblem. Though some tracking method can handle these diculties to some extend newlinebut their tracking speed and high computational complexity caused a problem. newlineThus object tracking remains as a demanding research work. newline newline |
Pagination: | i-xiii and 1-130 |
URI: | http://hdl.handle.net/10603/425847 |
Appears in Departments: | DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
80_recommendation.pdf | Attached File | 48.74 kB | Adobe PDF | View/Open |
_abstract.pdf | 68.19 kB | Adobe PDF | View/Open | |
_annexures.pdf | 107.11 kB | Adobe PDF | View/Open | |
_chapter1.pdf | 322.13 kB | Adobe PDF | View/Open | |
_chapter2.pdf | 201 kB | Adobe PDF | View/Open | |
_chapter3.pdf | 2.16 MB | Adobe PDF | View/Open | |
_chapter4.pdf | 3.97 MB | Adobe PDF | View/Open | |
_chapter5.pdf | 48.74 kB | Adobe PDF | View/Open | |
_content.pdf | 82.24 kB | Adobe PDF | View/Open | |
_prelim.pdf | 139.24 kB | Adobe PDF | View/Open | |
_title.pdf | 39.23 kB | Adobe PDF | View/Open |
Items in Shodhganga are licensed under Creative Commons Licence Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0).
Altmetric Badge: