NDLI: Depth Estimation from Three Cameras Using Belief Propagation: 3D Modelling of Sumo Wrestling

Content Provider	IEEE Xplore Digital Library
Author	Ikeya, K. Hisatomi, K. Katayama, M. Iwadate, Y.
Copyright Year	2011
Abstract	We propose a method to estimate depth from three wide-baseline camera images using belief propagation. With this method, message propagation is restricted to reduce the effects of boundary overreach, and max and min values and kurtosis of message energy distribution are used to reduce errors caused by large occlusion and texture less areas. In experiments, we focused on scenes of the traditional Japanese sport of sumo and created 3D models from three HD images using our method. We displayed them on a 3D display using the principle of integral photography (IP). We confirmed from the experimental results that our method was effective for estimating depth.
Starting Page	118
Ending Page	125
File Size	981889
Page Count	8
File Format	PDF
ISBN	9781467301176
DOI	10.1109/CVMP.2011.20
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-11-16
Publisher Place	United Kingdom
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Solid modeling Estimation Color 3D model Cameras Three dimensional displays Depth estimation Image reconstruction Belief propagation
Content Type	Text
Resource Type	Article

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