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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
AN OVERVIEW OF GRAPH BASED METHODS FOR VISUAL OBJECT TRACKING
Authors
NAGARAJA N S, DR.VASUDEVA
Keywords
Object detection, tracking, graph, graph matching, graph pyramids, attributed relational graph (ARG), Graph cuts, graph neural networks.
Abstract
The object tracking algorithm takes a set of object detections, automatically obtains the states of the objects in the subsequent frames in a video. Numerous approaches and methods are proposed to achieve detection and faithful tracking of objects. This paper is a qualitative comparison of graph methods used in object tracking. Some graph approaches like graph cuts use graph representations for object itself while others treat objects in frames as nodes and temporal relations as edges. Many works modeled spatial structures also by using graph. Grammar based graphs and variations of graph neural networks play important role in latest visual tracking applications. Graph based approaches demonstrate good tracking in most of the works.
IJCRT's Publication Details
Unique Identification Number - IJCRT2204156
Paper ID - 217939
Page Number(s) - b265-b271
Pubished in - Volume 10 | Issue 4 | April 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
NAGARAJA N S, DR.VASUDEVA, "AN OVERVIEW OF GRAPH BASED METHODS FOR VISUAL OBJECT TRACKING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.b265-b271, April 2022, Available at :http://www.ijcrt.org/papers/IJCRT2204156.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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