NDLI: A codebook design method for fast VQ search

Content Provider	IEEE Xplore Digital Library
Author	Skinnemoen, H.
Copyright Year	1996
Description	Author affiliation: NERA Telecommunications, Billingstad, Norway (Skinnemoen, H.)
Abstract	Vector quantization (VQ) is a multidimensional block quantizer methodology that can be very efficient with respect to approaching the rate-distortion bounds. Best performance is obtained for longer blocks. However, as the vectors become longer, the number of codebook vectors will generally increase, and the complexity of searching the codebook for the best codebook vector may soon become prohibitive. For best quantizer performance, the VQ must be trained for the source, but this usually prohibits the use of structured (or algebraic) codebooks that are fast to search. This paper presents a novel methodology for codebook design that combines the traditional training of codebooks by the well proven generalized Lloyd algorithm (GLA) with a structured codebook that can be searched efficiently. The concept is termed gradient search algorithm (GSA) since it is based upon a gradient in the error surface of the codebook pointing towards the optimum codebook vector choice.
Starting Page	283
Ending Page	286
File Size	518331
Page Count	4
File Format	PDF
ISBN	0780336291
DOI	10.1109/DSPWS.1996.555516
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1996-09-01
Publisher Place	Norway
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Design methodology Vector quantization Training data Signal processing algorithms Robustness Multidimensional systems Rate-distortion Algorithm design and analysis Speech Shape
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

A fast VQ codebook design algorithm for a large number of data

An Efficient Fast Algorithm to Generate Codebook for Vector Quantization

One Effective Method to Design LBG Initial Codebook

VQ Codebook Design Algorithm Based on Copula Estimation of Distribution Algorithm

Vector Quantization Codebook Design Method for Speech Recognition Based on Genetic Algorithm

Fast vq codebook search in klt space (1996).

Fast codebook search algorithm for vector quantization using sorting technique

A tabu search based fuzzy c-means algorithm for VQ codebook design

A fast codebook search algorithm for nearest-neighbor pattern matching

A codebook design method for fast VQ search

Similar Documents

A fast VQ codebook design algorithm for a large number of data

An Efficient Fast Algorithm to Generate Codebook for Vector Quantization

One Effective Method to Design LBG Initial Codebook

VQ Codebook Design Algorithm Based on Copula Estimation of Distribution Algorithm

Vector Quantization Codebook Design Method for Speech Recognition Based on Genetic Algorithm

Fast vq codebook search in klt space (1996).

Fast codebook search algorithm for vector quantization using sorting technique

A tabu search based fuzzy c-means algorithm for VQ codebook design

A fast codebook search algorithm for nearest-neighbor pattern matching

A codebook design method for fast VQ search