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411,303
Multipath TreeStructured Vector Quantizers
, 2000
"... Treestructured vector quantization (TSVQ) is a popular mean of avoiding the exponential complexity of fullsearch vector quantizers. We present two new design algorithms for TSVQ in which more than one path can be chosen at each internal node. The two algorithms dier on the way the paths are chosen. ..."
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Treestructured vector quantization (TSVQ) is a popular mean of avoiding the exponential complexity of fullsearch vector quantizers. We present two new design algorithms for TSVQ in which more than one path can be chosen at each internal node. The two algorithms dier on the way the paths are chosen
Multiresolution Tree Structured Vector Quantization
 Proc. Asilomar Conference on Signals, Systems and Computers, Asilomar
, 1996
"... In some applications of progressive image transmission, the images are viewed at several resolutions with fewer bits at lower resolutions. A multiresolution tree structured vector quantizer is developed to produce an embedded code, so that the quality of the image is optimized for the corresponding ..."
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Cited by 6 (2 self)
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In some applications of progressive image transmission, the images are viewed at several resolutions with fewer bits at lower resolutions. A multiresolution tree structured vector quantizer is developed to produce an embedded code, so that the quality of the image is optimized for the corresponding
Very Fast TreeStructured Vector Quantization
"... Very fast treestructured vector quantization employs scalar quantization decisions at each level, but chooses the dimension on which to quantize based on the coordinate direction of maximum variance. Because the quantization is scalar, searches are no more complex than scalar quantization  provid ..."
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Very fast treestructured vector quantization employs scalar quantization decisions at each level, but chooses the dimension on which to quantize based on the coordinate direction of maximum variance. Because the quantization is scalar, searches are no more complex than scalar quantization
Learning TreeStructured Vector Quantization for Image Compression
, 1995
"... Kohonen's selforganizing feature map (KSOFM) is an adaptive vector quantization (VQ) scheme for progressive code vector update. However, KSOFM approach belongs to unconstrained vector quantization, which suffers from exponential growth of the codebook. In this paper, a learning treestructured ..."
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Cited by 1 (1 self)
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Kohonen's selforganizing feature map (KSOFM) is an adaptive vector quantization (VQ) scheme for progressive code vector update. However, KSOFM approach belongs to unconstrained vector quantization, which suffers from exponential growth of the codebook. In this paper, a learning treestructured
Fast texture synthesis using treestructured vector quantization
, 2000
"... Figure 1: Our texture generation process takes an example texture patch (left) and a random noise (middle) as input, and modifies this random noise to make it look like the given example texture. The synthesized texture (right) can be of arbitrary size, and is perceived as very similar to the given ..."
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Cited by 562 (12 self)
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Field texture models and generates textures through a deterministic searching process. We accelerate this synthesis process using treestructured vector quantization.
Algorithms for Intervector Dependency Utilization in Variable Rate TreeStructured Vector Quantization
"... In this paper we improve and extend our previous results in finite state variable rate treestructured vector quantization (FSVRTSVQ) 1 by developing two new algorithms to increase its coding efficiency. The two new algorithms are derived to utilize the intercodeword dependency and the tree stru ..."
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In this paper we improve and extend our previous results in finite state variable rate treestructured vector quantization (FSVRTSVQ) 1 by developing two new algorithms to increase its coding efficiency. The two new algorithms are derived to utilize the intercodeword dependency and the tree
Average number of facets per cell in treestructured vector quantizer partitions
 IEEE Trans. Inform. Theory
, 1993
"... AbstiactUpper and lower bounds are derived for the average number of facets per cell in the encoder partition of binary treestructured vector quantizers. The achievability of the bounds is described as well. It is shown in particular that the average number of facets per cell for unbalanced trees ..."
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Cited by 2 (0 self)
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AbstiactUpper and lower bounds are derived for the average number of facets per cell in the encoder partition of binary treestructured vector quantizers. The achievability of the bounds is described as well. It is shown in particular that the average number of facets per cell for unbalanced trees
VariableLength ConstrainedStorage TreeStructured Vector Quantization
 IEEE Trans. Image Processing
, 1999
"... Constrained storage vector quantization, (CSVQ), introduced by Chan and Gersho, [2, 3, 4] allows for the stagewise design of balanced treestructured residual vector quantization codebooks with low encoding and storage complexities. On the other hand, it has been established in [9, 11, 12] that vari ..."
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Cited by 1 (0 self)
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Constrained storage vector quantization, (CSVQ), introduced by Chan and Gersho, [2, 3, 4] allows for the stagewise design of balanced treestructured residual vector quantization codebooks with low encoding and storage complexities. On the other hand, it has been established in [9, 11, 12
HIERARCHICAL SUMMARIZATION OF VIDEOS BY TREESTRUCTURED VECTOR QUANTIZATION
"... Accurate grouping of video shots could lead to semantic indexing of video segments for content analysis and retrieval. This paper introduces a novel cluster analysis which, depending both on the video genre and the specific user needs, produces a hierarchical representation of the video only on a re ..."
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reduced number of significant summaries. An outlook on a possible implementation strategy is then suggested. Specifically, vectorquantization codebooks are used to represent the visual content and to cluster the shots with a similar chromatic consistency. The evaluation of the codebook distortion
ComplexityConstrained TreeStructured Vector Quantizers
 In 21st Symposium on Information Theory in the Benelux
, 2000
"... this paper uses a merge operator to modify the tree structure and move on the complexitydistortion curve. This operator does not change the rate of the quantizer, so the complexitydistortion ratio can be tuned independently. ..."
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Cited by 1 (1 self)
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this paper uses a merge operator to modify the tree structure and move on the complexitydistortion curve. This operator does not change the rate of the quantizer, so the complexitydistortion ratio can be tuned independently.
Results 1  10
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411,303