NDLI: Basis picking for matching pursuits image coding

Content Provider	IEEE Xplore Digital Library
Author	Monro, D.M.
Copyright Year	2004
Description	Author affiliation: Dept. of Electron. & Electr. Eng., Univ. of Bath, UK (Monro, D.M.)
Abstract	The novel 'Basis Picking' algorithm is applied to select dictionaries of 1D basis functions for coding of image data by Matching Pursuits. For both motion compensated residual images and normal still images, bases are picked with a hybrid Wavelet/Matching Pursuits image codec using 1D scanning. By successively adding bases one at a time from a set of 1289 candidates according to their ranked signal to residual ratio (SRR) performance, effective codebooks are constructed. These outperform traditional selection by ranked frequency of use from the same candidate bases over a range of compressions of both residuals and still images. This holds for both the training sets used for picking and other test images. Picked bases are also capable of good quality compression of still images, which was not previously thought to be feasible by matching pursuits.
Starting Page	2495
Ending Page	2498
File Size	259947
Page Count	4
File Format	PDF
ISBN	0780385543
ISSN	15224880
DOI	10.1109/ICIP.2004.1421609
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-10-24
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Matching pursuit algorithms Image coding Dictionaries Codecs Pursuit algorithms Testing Design methodology Algorithm design and analysis Bit rate Video coding
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

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