5.4.3.2 Vector Quantization Code Book Generation, Learning and Search

Chapter Contents (Back)
Vector Quantization. VQ Codebook.

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Lai, J.Z.C., Lue, C.C.,
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Codebook generation; Clustering; Vector quantization BibRef

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Lai, J.Z.C.[Jim Z.C.], Liaw, Y.C.[Yi-Ching],
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Lai, J.Z.C.,
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Kim, D.S., Kim, T., Lee, S.U.,
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And: Correction: IP(6), No. 10, October 1997, pp. 1467-1467.
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Chang, C.C., Lin, D.C., Chen, T.S.,
An Improved VQ Codebook Search Algorithm Using Principal Component Analysis,
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Chang, C.C., Li, W.T., Chen, T.S.,
Two Improved Codebook Search Methods of Vector Quantization Based on Orthogonal Checking and Fixed Range Search,
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Chen, T.S., Chang, C.C.,
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Ostrowski, T., Ruoppila, V.T.,
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Franti, P., Kaukoranta, T., Nevalainen, O.S.,
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Fränti, P.,
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Li, J.H., Ling, N.,
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Wang, C., Cao, H.Q., Li, W.P., Tzeng, K.K.,
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Fränti, P.[Pasi], Kivijärvi, J.[Juha], Nevalainen, O.S.[Olli S.],
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Codebook design; Evolutionary algorithm; Evolution-based tabu search; Image coding; Vector quantization
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Tsai, S.M., Yang, J.F.,
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Zhou, Y.[Yun], Wan, Y.[Yi],
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Hu, Y.C.[Yu-Chen], Su, B.H.[Bing-Hwang], Tsou, C.C.A.[Chih-Chi-Ang],
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Image compression; Vector quantization; LBG algorithm; Codebook BibRef

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Vector quantization; Image communication; Lagrange interpolation; Index recovery BibRef

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Chen, S.X.[Shan-Xue], Li, F.W.[Fang-Wei], Zhu, W.L.[Wei-Le], Zhang, T.Q.[Tian-Qi],
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Generalized learning vector quantization; Cross entropy method; Initialization sensitiveness BibRef

Abdelwahab, A.A.[Ahmed A.], Muharram, N.S.[Nora S.],
A Fast Codebook Design Algorithm Based On A Fuzzy Clustering Methodology,
IJIG(7), No. 2, April 2007, pp. 291-302. 0704
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Mejdoub, M.[Mahmoud], Fonteles, L.H.[Leonardo H.], Ben Amar, C.[Chokri], Antonini, M.[Marc],
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JVCIR(20), No. 2, February 2009, pp. 145-156.
Elsevier DOI 0903
Multimedia databases; Content based image retrieval; Indexing structure; Wavelets; Lattice; Vector quantization; Salient points; Feature extraction BibRef

Fonteles, L.H.[Leonardo Hidd], Antonini, M.[Marc],
High Dimension Lattice Vector Quantizer Design for Generalized Gaussian Distributions,
ICIP07(IV: 185-188).
IEEE DOI 0709
BibRef

Moureaux, J.M., Loyer, P., Antonini, M.[Marc],
Efficient indexing method for lattice quantization applications,
ICIP96(III: 447-450).
IEEE DOI BibRef 9600

Tsai, C.W.[Chun-Wei], Lee, C.Y.[Chao-Yang], Chiang, M.C.[Ming-Chao], Yang, C.S.[Chu-Sing],
A fast VQ codebook generation algorithm via pattern reduction,
PRL(30), No. 7, 1 May 2009, pp. 653-660.
Elsevier DOI 0904
Vector quantization; Codebook generation; Pattern reduction BibRef

Yan, L.J., Hwang, S.H.,
Vector quantisation based on a quasi-binary search algorithm,
IET-IPR(5), No. 1, February 2011, pp. 49-54.
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Ji, R., Yao, H., Liu, W., Sun, X., Tian, Q.,
Task-Dependent Visual-Codebook Compression,
IP(21), No. 4, April 2012, pp. 2282-2293.
IEEE DOI 1204
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Taur, J.S.[Jin-Shiuh], Liu, Y.C.[Yung-Chih], Lee, G.H.[Gwo-Her], Tao, C.W.[Chin-Wang],
Vector quantisation index compression based on a coding tree assignment scheme with improved search-order coding algorithms,
IET-IPR(6), No. 4, 2012, pp. 318-326.
DOI Link 1205
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Liu, Y.C.[Yung-Chih], Lee, G.H.[Gwo-Her], Taur, J.S.[Jin-Shiuh], Tao, C.W.[Chin-Wang],
Index compression for vector quantisation using modified coding tree assignment scheme,
IET-IPR(8), No. 3, March 2014, pp. 173-182.
DOI Link 1404
adaptive codes BibRef

Yang, E.H.[En-Hui], Sun, C.[Chang], Meng, J.[Jin],
Quantization Table Design Revisited for Image/Video Coding,
IP(23), No. 11, November 2014, pp. 4799-4811.
IEEE DOI 1410
BibRef
Earlier: ICIP13(1855-1859)
IEEE DOI 1402
Channel coding. Quantization table BibRef

Ma, X.X.[Xiao-Xiao], Pan, Z.B.[Zhi-Bin], Hu, S.[Sen], Wang, L.F.[Ling-Fei],
Enhanced side match vector quantisation based on constructing complementary state codebook,
IET-IPR(9), No. 4, 2015, pp. 290-299.
DOI Link 1505
data encapsulation BibRef

Ma, X., Pan, Z., Li, Y., Fang, J.,
High-quality initial codebook design method of vector quantisation using grouping strategy,
IET-IPR(9), No. 11, 2015, pp. 986-992.
DOI Link 1511
codes BibRef

Estevão Filho, R.D.[R. De_Moura], Carneiro Gomes, J.G.R.[J. G. Rodríguez], Petraglia, A.,
Codebook Calibration Method for Vector Quantizers Implemented at the Focal Plane of CMOS Imagers,
CirSysVideo(26), No. 4, April 2016, pp. 750-761.
IEEE DOI 1604
Algorithm design and analysis BibRef

Xie, Y.F., Liu, J.H., Zhang, C.F., Kong, L.S., Yi, J.L.,
Codewords Distribution-Based Optimal Combination of Equal-Average Equal-Variance Equal-Norm Nearest Neighbor Fast Search Algorithm for Vector Quantization Encoding,
IP(25), No. 12, December 2016, pp. 5806-5813.
IEEE DOI 1612
image coding For comments and evaluation:
See also Performance Re-Evaluation on Codewords Distribution-Based Optimal Combination of Equal-Average Equal-Variance Equal-Norm Nearest Neighbor Fast Search Algorithm for Vector Quantization Encoding. BibRef

Park, H.[Hanhoon], Park, J.I.[Jong-Il],
Rapid Generation of the State Codebook in Side Match Vector Quantization,
IEICE(E100-D), No. 8, August 2017, pp. 1934-1937.
WWW Link. 1708
BibRef

Wang, Y., Pan, Z., Li, R.,
Performance Re-Evaluation on 'Codewords Distribution-Based Optimal Combination of Equal-Average Equal-Variance Equal-Norm Nearest Neighbor Fast Search Algorithm for Vector Quantization Encoding',
IP(27), No. 2, February 2018, pp. 718-720.
IEEE DOI 1712
Algorithm design and analysis, Encoding, Euclidean distance, Image coding, Nearest neighbor searches, priority checking order
See also Codewords Distribution-Based Optimal Combination of Equal-Average Equal-Variance Equal-Norm Nearest Neighbor Fast Search Algorithm for Vector Quantization Encoding. BibRef

Guo, Y.C.[Yu-Chen], Ding, G.G.[Gui-Guang], Han, J.G.[Jun-Gong],
Robust Quantization for General Similarity Search,
IP(27), No. 2, February 2018, pp. 949-963.
IEEE DOI 1712
Distortion, Distortion measurement, Noise measurement, Optimization, Robustness, Vector quantization. similarity search BibRef

Fan, H.Y.[Hang-Yu], Lu, Z.M.[Zhe-Ming],
Fast codebook design method for image vector quantisation,
IET-IPR(12), No. 12, December 2018, pp. 2311-2318.
DOI Link 1812
BibRef

Ravishankar, J.[Joshitha], Sharma, M.[Mansi], Khaidem, S.[Sally],
A Hybrid Tucker-VQ Tensor Sketch decomposition model for coding and streaming real world light fields using stack of differently focused images,
PRL(159), 2022, pp. 23-30.
Elsevier DOI 2206
Light field, Focal stack, Low-rank representation, Tucker decomposition, Tensor sketching, Vector quantization, HEVC BibRef

Chang, S.Y.[Shih Yu], Wu, H.C.[Hsiao-Chun],
Tensor Quantization: High-Dimensional Data Compression,
CirSysVideo(32), No. 8, August 2022, pp. 5566-5580.
IEEE DOI 2208
Tensors, Quantization (signal), Image coding, Signal processing algorithms, Matrix decomposition, Transforms, tensor quantization (TQ) BibRef

Fan, M.L.[Meng-Ling], Tang, F.Z.[Feng-Zhen], Guo, Y.[Yinan], Zhao, X.G.[Xin-Gang],
Riemannian dynamic generalized space quantization learning,
PR(132), 2022, pp. 108932.
Elsevier DOI 2209
Learning vector quantization, Dynamic learning vector quantization, Riemannian manifold, Short-term memory BibRef

Boragolla, R.[Rashmi], Yahampath, P.[Pradeepa],
An Algorithm for Learning Orthonormal Matrix Codebooks for Adaptive Transform Coding,
IP(32), 2023, pp. 3650-3663.
IEEE DOI 2307
Transforms, Transform coding, Quantization (signal), Bit rate, Covariance matrices, Image coding, Approximation algorithms, constrained optimization BibRef

Sun, Y.L.[Yu-Lin], Dong, W.S.[Wei-Sheng], Li, X.[Xin], Dong, L.[Le], Shi, G.M.[Guang-Ming], Xie, X.M.[Xue-Mei],
TransVQA: Transferable Vector Quantization Alignment for Unsupervised Domain Adaptation,
IP(33), 2024, pp. 856-866.
IEEE DOI 2402
Feature extraction, Transformers, Vector quantization, Task analysis, Mutual information, Adaptation models, Training, unsupervised domain adaptation BibRef


Zheng, C.X.[Chuan-Xia], Vedaldi, A.[Andrea],
Online Clustered Codebook,
ICCV23(22741-22750)
IEEE DOI 2401
BibRef

Yang, Z.[Zhou], Dong, W.S.[Wei-Sheng], Li, X.[Xin], Huang, M.[Mengluan], Sun, Y.L.[Yu-Lin], Shi, G.M.[Guang-Ming],
Vector Quantization with Self-Attention for Quality-Independent Representation Learning,
CVPR23(24438-24448)
IEEE DOI 2309
BibRef

Huang, M.Q.[Meng-Qi], Mao, Z.D.[Zhen-Dong], Chen, Z.W.[Zhuo-Wei], Zhang, Y.D.[Yong-Dong],
Towards Accurate Image Coding: Improved Autoregressive Image Generation with Dynamic Vector Quantization,
CVPR23(22596-22605)
IEEE DOI 2309
BibRef

Zhang, X.[Xi], Wu, X.L.[Xiao-Lin],
LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression,
CVPR23(10239-10248)
IEEE DOI 2309
BibRef

Matsui, Y., Satah, S.,
Revisiting Column-Wise Vector Quantization for Memory-Efficient Matrix Multiplication,
ICIP18(1158-1162)
IEEE DOI 1809
Covariance matrices, Memory management, Matrix converters, Sparse matrices, Vector quantization, Computational efficiency, Memory-efficient BibRef

Martinez, J.[Julieta], Hoos, H.H.[Holger H.], Little, J.J.[James J.],
Solving Multi-Codebook Quantization in the GPU,
WebScale16(I: 638-650).
Springer DOI 1611
BibRef

Villmann, T.[Thomas], Kaden, M.[Marika], Nebel, D.[David], Biehl, M.[Michael],
Learning Vector Quantization with Adaptive Cost-Based Outlier-Rejection,
CAIP15(II:772-782).
Springer DOI 1511
BibRef

Cruz-Vega, I.[Israel], Escalante, H.J.[Hugo Jair],
Improved Learning Rule for LVQ Based on Granular Computing,
MCPR15(54-63).
Springer DOI 1506
BibRef

Zhang, Y.[Yu], Wu, J.X.[Jian-Xin], Lin, W.Y.[Wei-Yao],
Exclusive Visual Descriptor Quantization,
ACCV12(I:408-421).
Springer DOI 1304
BibRef

Jin, X.B.[Xiao-Bo], Geng, G.G.[Guang-Gang], Yu, J.W.[Jun-Wei], Zhang, D.X.[De-Xian],
Multi-label learning vector quantization algorithm,
ICPR12(2140-2143).
WWW Link. 1302
BibRef

Liu, S.[Si], Yan, S.C.[Shui-Cheng], Xu, C.S.[Chang-Sheng], Lu, H.Q.[Han-Qing],
Compact Codebook Generation Towards Scale-Invariance,
PSIVT10(376-380).
IEEE DOI 1011
BibRef

Yen, C.C.[Chia-Chen], Shen, C.Y.[Chih-Ya], Chen, M.S.[Ming-Syan],
A two-phase hybrid codebook generation technique for vector quantization,
ICIP10(4309-4312).
IEEE DOI 1009
BibRef

Chen, M.J.[Min-Jie], Xu, M.[Mantao], Franti, P.[Pasi],
Fast dynamic quantization algorithm for vector map compression,
ICIP10(4289-4292).
IEEE DOI 1009
BibRef
And:
Optimized Entropy-Constrained Vector Quantization of Lossy Vector Map Compression,
ICPR10(722-725).
IEEE DOI 1008
BibRef

Charrier, C.[Christophe], Lézoray, O.[Olivier],
Color VQ-Based Image Compression by Manifold Learning,
ICISP10(79-85).
Springer DOI 1006

See also Machine learning to design full-reference image quality assessment algorithm. BibRef

Hotta, S.[Seiji],
Learning vector quantization with local subspace classifier,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Jiang, W.[Wu], Ding, F.[Fei], Xiang, Q.L.[Qiao-Liang],
An affinity propagation based method for vector quantization codebook design,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Azevedo, C.R.B.[Carlos R. B.], Ferreira, T.A.E.[Tiago A. E.], Lopes, W.T.A.[Waslon T. A.], Madeiro, F.[Francisco],
Improving Image Vector Quantization with a Genetic Accelerated K-Means Algorithm,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

de Stefano, C.[Claudio], d'Elia, C.[Ciro], Marcelli, A.[Angelo], Scotto di Freca, A.[Alessandra],
Improving Dynamic Learning Vector Quantization,
ICPR06(II: 804-807).
IEEE DOI 0609
BibRef
Earlier: A1, A2, A3, Only:
A dynamic approach to learning vector quantization,
ICPR04(IV: 601-604).
IEEE DOI 0409
BibRef

Cordella, L.P., de Stefano, C., Sansone, C., Vento, M.,
An adaptive reject option for LVQ classifiers,
CIAP95(68-73).
Springer DOI 9509
BibRef

Gomes, J.G.R.C., Mitra, S.K.,
Analog multilayer perceptron implementation of low complexity VQ for image compression,
ICIP03(II: 279-282).
IEEE DOI 0312
BibRef

Voinson, T., Guillemot, L., Moureaux, J.M.,
Image compression using lattice vector quantization with code book shape adapted thresholding,
ICIP02(II: 641-644).
IEEE DOI 0210
BibRef

Bartkowiak, M.[Maciej], Luczak, A.[Adam],
A Simple Algorithm for Ordering and Compression of Vector Codebooks,
CAIP01(102 ff.).
Springer DOI 0210
BibRef

Khataie, M., Soleymani, M.R., Ahmad, M.O.,
Use of Gaussian Codebooks for Residual Vector Quantizers,
ICIP00(Vol II: 179-182).
IEEE DOI 0008
BibRef

Winger, L.,
Linearly Constrained Generalized Lloyd Algorithm for Virtual Codebook Vector Quantization,
ICIP00(Vol II: 171-174).
IEEE DOI 0008

See also Least Squares Quantization in PCM. BibRef

Sanchez, J.S., Pla, F., Ferri, F.J.,
Learning vector quantization with alternative distance criteria,
CIAP99(84-89).
IEEE DOI 9909
BibRef

Cardinal, J.,
Fast search for entropy-constrained VQ,
CIAP99(1038-1042).
IEEE DOI 9909
BibRef

Balado Pumarino, F., Marquez Florez, O.W.,
A two-stage codebook building method using fast WAN,
CIAP99(1047-1050).
IEEE DOI 9909
BibRef

Sato, A.[Atsushi], Yamada, K.[Keiji],
A Formulation of Learning Vector Quantization Using a New Misclassification Measure,
ICPR98(Vol I: 322-325).
IEEE DOI 9808
BibRef

Talbot, N.L.C., and Cawley, G.C.,
A Fast Index Assignment Method for Robust Vector Quantization of Image Data,
ICIP97(III: 674-677).
IEEE DOI 9710
BibRef

Choi, S.Y.[Sun-Yong], Chae, S.I.[Soo-Ik],
Fast vector quantizer using multiple sorted index tables,
ICIP96(III: 443-446).
IEEE DOI BibRef 9600

Konstantinides, K.[Konstantinos], Vasudev, B., Natarajan, B.,
Effects of Noise Pre-Filtering for Codebook Generation in Vector Quantization,
ICIP96(III: 455-458).
IEEE DOI BibRef 9600

Braccini, C.[Carlo], Cocurullo, F.[Fabio], Lavagetto, F.[Fabio],
A fast algorithm for high quality vector quantization codebook design,
CIAP95(643-648).
Springer DOI 9509
BibRef

Cocurullo, F., Lavagetto, F.,
Better codebooks and faster convergence in VQ design,
ICIP95(III: 288-291).
IEEE DOI 9510
BibRef

Watkins, B.E., Tummala, M.,
Classification vector quantization of image data using competitive learning,
ICIP94(III: 922-925).
IEEE DOI 9411
BibRef

Kotropoulos, C., Pitas, I.,
A variant of learning vector quantizer based on split-merge statistical tests,
CAIP93(822-829).
Springer DOI 9309
BibRef

Wu, X.,
A tree-structured locally optimal vector quantizer,
ICPR90(II: 176-181).
IEEE DOI 9208
BibRef

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Metrics to Compare Vector Quantization .


Last update:Mar 16, 2024 at 20:36:19