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» On Transform Coding with Dithered Quantizers
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CVPR
2010
IEEE
13 years 4 months ago
Transform Coding for Fast Approximate Nearest Neighbor Search in High Dimensions
We examine the problem of large scale nearest neighbor search in high dimensional spaces and propose a new approach based on the close relationship between nearest neighbor search...
Jonathan Brandt
ISCAS
1999
IEEE
118views Hardware» more  ISCAS 1999»
13 years 10 months ago
Critical quantization decisions in transform coding and blocking artifacts
Seyfullah H. Oguz, Truong Q. Nguyen, Yen Hen Hu
DCC
1995
IEEE
13 years 9 months ago
Quantization of Overcomplete Expansions
The use of overcomplete sets of vectors (redundant bases or frames) together with quantization is explored as an alternative to transform coding for signal compression. The goal i...
Vivek K. Goyal, Martin Vetterli, Nguyen T. Thao
DCC
2008
IEEE
14 years 5 months ago
High-Resolution Functional Quantization
Suppose a function of N real source variables XN 1 = (X1, X2, . . . , XN ) is desired at a destination constrained to receive a limited number of bits. If the result of evaluating...
Vinith Misra, Vivek K. Goyal, Lav R. Varshney
WSCG
2003
174views more  WSCG 2003»
13 years 7 months ago
An Efficient Algorithm for Codebook Design in Transform Vector Quantization
In this paper, a new wavelet-domain codebook design algorithm is proposed for image coding. The method utilizes mean-squared error and variance based selection schemes for good cl...
Momotaz Begum, Nurun Nahar, Kaneez Fatimah, M. K. ...