NDLI: Hierarchical stereo matching with image bit-plane slicing

Content Provider	Springer Nature Link
Author	Lin, Huei Yung Lin, Pin Zhi
Copyright Year	2012
Abstract	We propose a new stereo matching framework based on image bit-plane slicing. A pair of image sequences with various intensity quantization levels constructed by taking different bit-rate of the images is used for hierarchical stereo matching. The basic idea is to use the low bit-rate image pairs to compute rough disparity maps. The hierarchical matching strategy is then carried out iteratively to update the low confident disparities with the information provided by extra image bit-planes. It is shown that, depending on the stereo matching algorithms, even the image pairs with low intensity quantization are able to produce fairly good disparity results. Consequently, variate bit-rate matching is performed only regionally in the images for each iteration, and the average image bit-rate for disparity computation is reduced. Our method provides a hierarchical matching framework and can be combined with the existing stereo matching algorithms. Experiments on Middlebury datasets show that the proposed technique gives good results compared to the conventional full bit-rate matching.
Starting Page	883
Ending Page	898
Page Count	16
File Format	PDF
ISSN	09328092
Journal	Machine Vision and Applications
Volume Number	24
Issue Number	5
e-ISSN	14321769
Language	English
Publisher	Springer-Verlag
Publisher Date	2012-10-17
Publisher Place	Berlin/Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Stereo matching Variate bit-rate image processing Disparity computation Pattern Recognition Image Processing and Computer Vision Communications Engineering, Networks
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition Computer Science Applications Software Hardware and Architecture

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Real-time stereo matching based on fast belief propagation

A sub-pixel stereo matching algorithm and its applications in fabric imaging

Wide-baseline stereo vision for terrain mapping

Multi-object segmentation by stereo mismatch

Reaction–diffusion algorithm for stereo disparity detection

Background subtraction model based on color and depth cues

Hyperlinking reality via camera phones

Better than SIFT?

Stereo matching-based definition of saliency via sample-based Kullback–Leibler divergence estimation

Hierarchical stereo matching with image bit-plane slicing

Similar Documents

Real-time stereo matching based on fast belief propagation

A sub-pixel stereo matching algorithm and its applications in fabric imaging

Wide-baseline stereo vision for terrain mapping

Multi-object segmentation by stereo mismatch

Reaction–diffusion algorithm for stereo disparity detection

Background subtraction model based on color and depth cues

Hyperlinking reality via camera phones

Better than SIFT?

Stereo matching-based definition of saliency via sample-based Kullback–Leibler divergence estimation

Hierarchical stereo matching with image bit-plane slicing