VISUAL TARGET TRACKING, EXTRACTION AND RECOGNITION FROM A SEQUENCE OF IMAGES USING THE LG GRAPH APPROACH

2002 ◽  
Vol 11 (04) ◽  
pp. 513-529 ◽  
Author(s):  
NIKOLAOS G. BOURBAKIS

This paper presents a methodology for visually tracking, extracting and recognizing targets from a sequence of images (video). The methodology is based on the local-global (LG) graph as a combination of algorithms, such as fuzzy-like segmentation, edge detection, thinning, region growing, fractals, feature extraction, region-graph with attributes, etc., appropriately used for tracking, extracting and recognizing targets under various conditions, such as moving target - still camera, still camera - moving target, moving target - moving camera. The main contribution of this paper is the real-time combination of algorithms that provides a human-like feedback geometric approach of processing low resolution information in a sequence of consecutive images. Simulated results of the metholodology are presented for synthetic and real images.

2021 ◽  
Vol 1 (1) ◽  
pp. 1
Author(s):  
Juanting Zhou ◽  
Lixia Deng ◽  
Jason Gu ◽  
Haiying Liu ◽  
Huakang Chen

Algorithms ◽  
2008 ◽  
Vol 1 (2) ◽  
pp. 153-182 ◽  
Author(s):  
Zhen Jia ◽  
Arjuna Balasuriya ◽  
Subhash Challa

2005 ◽  
Vol 38 (1) ◽  
pp. 166-171
Author(s):  
Takenao Sugi ◽  
Junko Ide ◽  
Masatoshi Nakamura ◽  
Hiroshi Shibasaki

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