DocumentCode :
3544953
Title :
VLSI architectures for stereoscopic video disparity matching and object extraction
Author :
Lin, Jian-Hung ; Parhi, Keshab K.
Author_Institution :
Dept. of Electr. Eng., Univ. of Minnesota, Minneapolis, MN, USA
fYear :
2005
fDate :
23-26 May 2005
Firstpage :
2373
Abstract :
Disparity matching and object extraction of stereoscopic video are critical procedures for many computer vision applications. Current research in this area is mostly focused on algorithm design for software implementation, and the coding efficiency is not acceptable for many real-time applications. To overcome the problems and further improve efficiency, several hardware oriented methods and architectures are proposed. First, an improved disparity matching method, referred to as two-level hybrid disparity estimation, is proposed; it is designed for stereoscopic video and has low computational complexity and good performance. Then, a new segmentation algorithm for the depth map previously obtained, referred to as average but keep boundary (ABKB), is proposed. Both of these algorithms are combined with an existing mean shift color segmentation algorithm to design a high speed video object extraction unit.
Keywords :
VLSI; computational complexity; computer vision; image colour analysis; image matching; image segmentation; object detection; parameter estimation; stereo image processing; video coding; VLSI architectures; coding efficiency; computational complexity; computer vision; depth map; disparity matching; mean shift color segmentation algorithm; object extraction; segmentation algorithm; software implementation; stereoscopic video; two-level hybrid disparity estimation; Algorithm design and analysis; Application software; Computational complexity; Computer architecture; Computer vision; Gabor filters; Hardware; Software algorithms; Software design; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
Type :
conf
DOI :
10.1109/ISCAS.2005.1465102
Filename :
1465102
Link To Document :
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