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Wen-Liang Hwang
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- affiliation: Academia Sinica, Taipei, Taiwan
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2020 – today
- 2024
- [j61]Shih-Shuo Tung, Ming-Yu Chung, Jinn Ho, Wen-Liang Hwang:
Global Convergence in Learning Fully-Connected ReLU Networks Via Un-rectifying Based on the Augmented Lagrangian Approach. J. Sci. Comput. 99(3): 82 (2024) - [i11]Wen-Liang Hwang:
Generalization bounds for regression and classification on adaptive covering input domains. CoRR abs/2407.19715 (2024) - [i10]Wen-Liang Hwang:
Convergence rates of stochastic gradient method with independent sequences of step-size and momentum weight. CoRR abs/2408.02678 (2024) - 2023
- [c63]Shih-Shuo Tung, Ming-Yu Chung, Jinn Ho, Wen-Liang Hwang:
Un-Rectifying in ReLU Networks and Applications. APSIPA ASC 2023: 1628-1635 - [i9]Wen-Liang Hwang:
Representation and decomposition of functions in DAG-DNNs and structural network pruning. CoRR abs/2306.09707 (2023) - 2022
- [i8]Wen-Liang Hwang, Shih-Shuo Tung:
Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis. CoRR abs/2206.05997 (2022) - [i7]Jinn Ho, Wen-Liang Hwang:
Deriving RIP sensing matrices for sparsifying dictionaries. CoRR abs/2207.05381 (2022) - 2021
- [j60]Jinn Ho, Wen-Liang Hwang:
Ambiguity and sensitivity in imprecise dictionaries for compressed sensing. Signal Process. 178: 107756 (2021) - [j59]Wen-Liang Hwang, Jinn Ho:
Null Space Component Analysis of One-Shot Single-Channel Source Separation Problem. IEEE Trans. Signal Process. 69: 2233-2251 (2021) - [c62]Shih-Shuo Tung, Wen-Liang Hwang:
Un-rectifying ReLU Deep Neural Network in Compressed Sensing Recovery. ICCE-TW 2021: 1-2 - [i6]Wen-Liang Hwang, Shih-Shuo Tung:
Learning DNN networks using un-rectifying ReLU with compressed sensing application. CoRR abs/2101.06940 (2021) - 2020
- [j58]Andreas Heinecke, Jinn Ho, Wen-Liang Hwang:
Refinement and Universal Approximation via Sparsely Connected ReLU Convolution Nets. IEEE Signal Process. Lett. 27: 1175-1179 (2020) - [j57]Wen-Liang Hwang, Andreas Heinecke:
Un-Rectifying Non-Linear Networks for Signal Representation. IEEE Trans. Signal Process. 68: 196-210 (2020)
2010 – 2019
- 2019
- [j56]Wen-Liang Hwang, Chia-Chen Lee, Guan-Ju Peng:
Multi-Objective Optimization and Characterization of Pareto Points for Scalable Coding. IEEE Trans. Circuits Syst. Video Technol. 29(7): 2096-2111 (2019) - [j55]Wen-Liang Hwang, Ping-Tzan Huang, Bo-Chen Kung, Jinn Ho, Tai-Lang Jong:
Frame-Based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. IEEE Trans. Signal Process. 67(12): 3330-3343 (2019) - [i5]Andreas Heinecke, Wen-Liang Hwang:
Deep Representation with ReLU Neural Networks. CoRR abs/1903.12384 (2019) - 2018
- [j54]Changchen Zhao, Wen-Liang Hwang, Chun-Liang Lin, Weihai Chen:
Greedy orthogonal matching pursuit for subspace clustering to improve graph connectivity. Inf. Sci. 459: 135-148 (2018) - [j53]Wen-Liang Hwang, Keng-Shih Lu, Jinn Ho:
Constrained Null Space Component Analysis for Semiblind Source Separation Problem. IEEE Trans. Neural Networks Learn. Syst. 29(2): 377-391 (2018) - [c61]Ping-Tzan Huang, Wen-Liang Hwang, Tai-Lang Jong:
Learning Parseval Frames for Sparse Representation with Frame Perspective. ICIP 2018: 3868-3872 - [i4]Wen-Liang Hwang, Ping-Tzan Huang, Tai-Lang Jong:
Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. CoRR abs/1801.01959 (2018) - [i3]Hao-Ting Wei, Sung-Hsien Hsieh, Wen-Liang Hwang, Chung-Shou Liao, Chun-Shien Lu:
Link Delay Estimation Using Sparse Recovery for Dynamic Network Tomography. CoRR abs/1812.00369 (2018) - 2017
- [j52]Shih-Shuo Tung, Wen-Liang Hwang:
Multiple depth layers and all-in-focus image generations by blurring and deblurring operations. Pattern Recognit. 69: 184-198 (2017) - [j51]Chia-Chen Lee, Wen-Liang Hwang:
Mixture of Gaussian Blur Kernel Representation for Blind Image Restoration. IEEE Trans. Computational Imaging 3(4): 783-797 (2017) - [c60]Hao-Chiang Shao, Wen-Liang Hwang:
Deriving 3D shape properties by using backward wavelet remesher. GlobalSIP 2017: 191-195 - [c59]Shih-Shuo Tung, Hao-Chiang Shao, Wen-Liang Hwang:
Extending depth of field in noisy light field photography. iCAST 2017: 127-131 - 2016
- [j50]Changchen Zhao, Wen-Liang Hwang, Chun-Liang Lin, Weihai Chen:
Improved optimization algorithm for proximal point-based dictionary updating methods. J. Electronic Imaging 25(5): 053036 (2016) - [c58]Hao-Chiang Shao, Wen-Liang Hwang:
Light field upsampling by joint bilateral filtering on epipolar plane images. APSIPA 2016: 1-5 - [c57]Chia-Chen Lee, Wen-Liang Hwang:
Sparse representation of a blur kernel for out-of-focus blind image restoration. ICIP 2016: 2698-2702 - [i2]Wen-Liang Hwang:
A Theorem on Multi-Objective Optimization Approach for Bit Allocation of Scalable Coding. CoRR abs/1603.00587 (2016) - 2015
- [j49]Yun-Shan Lee, Wen-Liang Hwang, Xiaolin Tian:
Continuous piecewise affine transformation for image registration. Int. J. Wavelets Multiresolution Inf. Process. 13(1): 1550006:1-1550006:17 (2015) - [j48]Wen-Liang Hwang, Jinn Ho:
Null space component analysis for noisy blind source separation. Signal Process. 109: 301-316 (2015) - [j47]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Adaptive Integral Operators for Signal Separation. IEEE Signal Process. Lett. 22(9): 1383-1387 (2015) - [j46]Guan-Ju Peng, Wen-Liang Hwang:
A Proximal Method for Dictionary Updating in Sparse Representations. IEEE Trans. Signal Process. 63(15): 3946-3958 (2015) - [c56]Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen:
A surface-constrained volumetric alignment method for image atlasing. APSIPA 2015: 139-143 - [i1]Chia-Chen Lee, Wen-Liang Hwang:
Sparse Representation of a Blur Kernel for Blind Image Restoration. CoRR abs/1512.04418 (2015) - 2014
- [j45]Guan-Ju Peng, Wen-Liang Hwang:
Reweighted and Adaptive Morphology Separation. SIAM J. Imaging Sci. 7(4): 2078-2104 (2014) - [j44]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Learning adaptive interpolation kernels for fast single-image super resolution. Signal Image Video Process. 8(6): 1077-1086 (2014) - [c55]Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen:
A backward wavelet remesher for level of detail control and scalable coding. ICIP 2014: 5596-5600 - [c54]Guan-Ju Peng, Wen-Liang Hwang:
Re-weighting the morphological diversity. VCIP 2014: 17-20 - 2013
- [j43]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Multiple Component Predictive Coding of Images. Int. J. Wavelets Multiresolution Inf. Process. 11(2) (2013) - [j42]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Multicomponent AM-FM signal separation and demodulation with null space pursuit. Signal Image Video Process. 7(6): 1093-1102 (2013) - [j41]Jinn Ho, Wen-Liang Hwang:
Wavelet Bayesian Network Image Denoising. IEEE Trans. Image Process. 22(4): 1277-1290 (2013) - [c53]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
An integral operator based adaptive signal separation approach. ICASSP 2013: 6103-6107 - [c52]Hao-Chiang Shao, Cheng-Chi Wu, Lu-Hung Hsu, Wen-Liang Hwang, Yung-Chang Chen:
3D thin-plate spline registration for Drosophila brain surface model. ICIP 2013: 1438-1442 - [c51]Guan-Ju Peng, Wen-Liang Hwang:
A proximal method for the K-SVD dictionary learning. MLSP 2013: 1-6 - 2012
- [j40]Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen:
AND-OR tree-based mode selection for video coding. Signal Image Video Process. 6(2): 259-271 (2012) - [j39]Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen:
Optimal Multiresolution Blending of Confocal Microscope Images. IEEE Trans. Biomed. Eng. 59(2): 531-541 (2012) - [j38]Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen:
Interlayer Bit Allocation for Scalable Video Coding. IEEE Trans. Image Process. 21(5): 2592-2606 (2012) - [j37]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
EMD Revisited: A New Understanding of the Envelope and Resolving the Mode-Mixing Problem in AM-FM Signals. IEEE Trans. Signal Process. 60(3): 1075-1086 (2012) - [c50]Hao-Chiang Shao, Wei-Yun Cheng, Yung-Chang Chen, Wen-Liang Hwang:
Flybow Image Segmentation - For Tracing Neuron Circuits in Drosophila Brain. BIOSIGNALS 2012: 365-369 - [c49]Paruvelli Sreedevi, Wen-Liang Hwang:
Example-based single image enhanced up-sampling. ICACCI 2012: 863-872 - [c48]Chih-Tsung Shen, Wen-Liang Hwang, Soo-Chang Pei:
Spatially-varying out-of-focus image deblurring with L1-2 optimization and a guided blur map. ICASSP 2012: 1069-1072 - [c47]Jinn Ho, Wen-Liang Hwang:
Image denoising using wavelet Bayesian network models. ICASSP 2012: 1105-1108 - [c46]Hao-Chiang Shao, Wei-Yun Cheng, Yung-Chang Chen, Wen-Liang Hwang:
Colored multi-neuron image processing for segmenting and tracing neural circuits. ICIP 2012: 2025-2028 - [c45]Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen:
Optimal Bit-allocation for Wavelet-based Scalable Video Coding. ICME 2012: 663-668 - [c44]Yu-Chen Shu, Wen-Liang Hwang, Dean Chou:
Message Passing Using the Cover Text as Secret Key. ISBAST 2012: 102-107 - 2011
- [c43]Xiyuan Hu, Weiping Xia, Silong Peng, Wen-Liang Hwang:
Multiple component predictive coding framework of still images. ICME 2011: 1-6 - [c42]Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen:
Rate-allocation for spatially scalable video coding. ISPA 2011: 367-372 - [c41]Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen:
Biomedical image mosaicing: An optimized multiscale approach. ISBI 2011: 1374-1378 - [c40]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Operator based multicomponent AM-FM signal separation approach. MLSP 2011: 1-6 - 2010
- [j36]Paruvelli Sreedevi, Wen-Liang Hwang, Shawmin Lei:
An Examplar-Based Approach for Texture Compaction Synthesis and Retrieval. IEEE Trans. Image Process. 19(5): 1307-1318 (2010) - [j35]Silong Peng, Wen-Liang Hwang:
Null space pursuit: an operator-based approach to adaptive signal separation. IEEE Trans. Signal Process. 58(5): 2475-2483 (2010)
2000 – 2009
- 2009
- [j34]Xiyuan Hu, Silong Peng, Wen-Liang Hwang:
Estimation of Instantaneous Frequency Parameters of the Operator-Based Signal Separation Method. Adv. Data Sci. Adapt. Anal. 1(4): 573-586 (2009) - [j33]Cho-Chun Cheng, Guan-Ju Peng, Wen-Liang Hwang:
Subband Weighting With Pixel Connectivity for 3-D Wavelet Coding. IEEE Trans. Image Process. 18(1): 52-62 (2009) - [c39]Chih-Tsung Shen, Wen-Liang Hwang:
Color image enhancement using retinex with robust envelope. ICIP 2009: 3141-3144 - 2008
- [j32]Liu-Yuan Lai, Wen-Liang Hwang, Paruvelli Sreedevi:
Performance evaluation of a novel sampling-based texture synthesis technique using different sized patches. Signal Image Video Process. 2(3): 275-286 (2008) - [j31]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei, Jenq-Neng Hwang:
A Hybrid Coarse/Fine Layered Multicast Scheme Based on Hierarchical Bandwidth Inference Congestion Control. IEEE Trans. Circuits Syst. Video Technol. 18(12): 1776-1780 (2008) - [j30]Jinn Ho, Wen-Liang Hwang:
Automatic Microarray Spot Segmentation Using a Snake-Fisher Model. IEEE Trans. Medical Imaging 27(6): 847-857 (2008) - [j29]Silong Peng, Wen-Liang Hwang:
Adaptive Signal Decomposition Based on Local Narrow Band Signals. IEEE Trans. Signal Process. 56(7-1): 2669-2676 (2008) - [c38]Cho-Chun Cheng, Guan-Ju Peng, Wen-Liang Hwang:
Distortion estimation and bit allocation for MCTF based 3-D wavelet video coding. ICIP 2008: 2844-2847 - [c37]Yueh-Shiun Lee, Jinn Ho, Wen-Liang Hwang, Chung-Lin Huang:
Iris Recognition Based on Matching Pursuits. IIH-MSP 2008: 183-187 - [c36]Hui Li, Yuhua Peng, Wen-Liang Hwang:
A fast content-dependent interpolation approach via adaptive filtering. MMSP 2008: 530-534 - 2007
- [j28]Wei-Gang Che, Chung-Lin Huang, Wen-Liang Hwang:
Automatic Eye Winks Interpretation System for Human-Machine Interface. EURASIP J. Image Video Process. 2007 (2007) - [j27]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
A Subspace Approach to Timing Acquisition for Wavelet-Based Multirate Transmissions. IEEE Trans. Commun. 55(6): 1111-1115 (2007) - [j26]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
Fast Matching Pursuit Video Coding by Combining Dictionary Approximation and Atom Extraction. IEEE Trans. Circuits Syst. Video Technol. 17(12): 1679-1689 (2007) - [j25]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Combined Error Concealment and Error Correction in Rate-Distortion Analysis for Multiple Substream Transmissions. IEEE Trans. Image Process. 16(4): 1022-1035 (2007) - [c35]Jinn Ho, Wen-Liang Hwang:
Segmenting Microarray Image Spots using an Active Contour Approach. ICIP (6) 2007: 273-276 - [c34]Tsung-Han J. Lee, Wen-Liang Hwang:
Mode Selection and Optimal Rate Control for Video Coding using an and-or Tree Representation. ICIP (1) 2007: 449-452 - [c33]Wei-Gang Che, Chung-Lin Huang, Wen-Liang Hwang:
An Automatic Eye Wink Interpretation System for the Disable. ICME 2007: 979-982 - 2006
- [j24]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
A joint source and channel coding algorithm for error-resilient SPIHT-coded video bitstreams. J. Vis. Commun. Image Represent. 17(6): 1164-1177 (2006) - [j23]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Data-aided frame timing acquisition for fractal modulation in an AWGN channel. Signal Process. 86(2): 310-318 (2006) - [j22]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
Multiple blocks matching pursuit update algorithm for low bit rate video coding. IEEE Trans. Circuits Syst. Video Technol. 16(3): 331-337 (2006) - [j21]Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia:
Subjective and Objective Comparison of Advanced Motion Compensation Methods for Blocking Artifact Reduction in a 3-D Wavelet Coding System. IEEE Trans. Circuits Syst. Video Technol. 16(9): 1134-1141 (2006) - [j20]Jinn Ho, Wen-Liang Hwang, Henry Horng-Shing Lu, D. T. Lee:
Gridding spot centers of smoothly distorted microarray images. IEEE Trans. Image Process. 15(2): 342-353 (2006) - [j19]Wen-Yao Chen, Wen-Liang Hwang, Tien-Ching Lin:
Planar-shape prototype generation using a tree-based random greedy algorithm. IEEE Trans. Syst. Man Cybern. Part B 36(3): 649-659 (2006) - [c32]Liu-Yuan Lai, Wen-Liang Hwang, Silong Peng:
A Sampling-Based Gem Algorithm with Classification for Texture Synthesis. ICASSP (2) 2006: 769-772 - [c31]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Design Error-Resilient Multiple Substreams 3D Coder Including Receiver Post-Processing in Analysis. ICIP 2006: 817-820 - [c30]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Error concealment protection for loss resilient bitplane-coded video communications. ISCAS 2006 - [c29]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
Video compression based on orthonormal matching pursuits. ISCAS 2006 - 2005
- [j18]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
SNR scalability based on bitplane coding of matching pursuit atoms at low bit rates: fine-grained and two-layer. IEEE Trans. Circuits Syst. Video Technol. 15(1): 3-14 (2005) - [j17]Chun-Liang Tu, Wen-Liang Hwang, Jinn Ho:
Analysis of singularities from modulus maxima of complex wavelets. IEEE Trans. Inf. Theory 51(3): 1049-1062 (2005) - [j16]Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern:
An asymmetric subspace watermarking method for copyright protection. IEEE Trans. Signal Process. 53(2-2): 784-792 (2005) - [c28]Jinn Ho, Wen-Liang Hwang, Henry Horng-Shing Lu, D. T. Lee:
Gridding the spot centers of microarray images. EUSIPCO 2005: 1-4 - [c27]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Efficient Post-Compression Error-Resilient 3D-Scalable Video Transmission for Packet Erasure Channels. ICASSP (2) 2005: 305-308 - [c26]Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia:
Advanced motion compensation techniques for blocking artifacts reduction in 3-D video coding systems. ICIP (3) 2005: 209-212 - [c25]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
Multiple blocks update algorithm for matching pursuit video coding. ICIP (2) 2005: 261-264 - [c24]Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern:
An asymmetric watermarking method for copyright protection utilizing dual bases. ICIP (1) 2005: 269-272 - [c23]Cho-Chun Cheng, Wen-Liang Hwang, Zuowei Shen, Tao Xia:
A Hybrid Motion Compensated 3-D Video Coding System for Blocking Artifacts Reduction. PCM (1) 2005: 535-546 - 2004
- [j15]Ming-Shing Su, Wen-Liang Hwang, Kuo-Young Cheng:
Analysis on multiresolution mosaic images. IEEE Trans. Image Process. 13(7): 952-959 (2004) - [c22]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Timing acquisition for fractal modulation in Gaussian white and 1/f channels. ICASSP (4) 2004: 841-844 - [c21]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
A joint design of dictionary approximation and maximum atom extraction for fast matching pursuit. ICIP 2004: 1125-1128 - 2003
- [j14]Jen-Chang Liu, Wen-Liang Hwang:
Active Contour Model Using Wavelet Modulus for Object Segmentation and Tracking in Video Sequences. Int. J. Wavelets Multiresolution Inf. Process. 1(1): 93-113 (2003) - [j13]Yao-Tang Chou, Wen-Liang Hwang, Chung-Lin Huang:
Gain-shape optimized dictionary for matching pursuit video coding. Signal Process. 83(9): 1937-1943 (2003) - [c20]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Timing acquisition for wavelet-based multirate transmissions. GLOBECOM 2003: 2208-2212 - 2002
- [j12]Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern:
Enhancing image watermarking methods with/without reference images by optimization on second-order statistics. IEEE Trans. Image Process. 11(7): 771-782 (2002) - [c19]Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang:
Clock synchronization for fractal modulation. ICASSP 2002: 2809-2812 - [c18]Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei:
The fine-grained scalable video coding based on matching pursuits. ICIP (2) 2002: 53-56 - [c17]Jen-Chang Liu, Wen-Liang Hwang, Wen-Jyi Hwang:
An ARQ-based diversity system for transmission of EZW compressed images over noisy channels. ICIP (1) 2002: 221-224 - [c16]Wen-Yao Chen, Wen-Liang Hwang:
Complex-valued wavelet transform applications in planar shape prototype generation and recognition. ICIP (3) 2002: 877-880 - 2001
- [j11]Wen-Liang Hwang, Chun-Shien Lu, Pau-Choo Chung:
Segmentation of Perspective Textured Planes through the Ridges of Continuous Wavelet Transform. J. Vis. Commun. Image Represent. 12(2): 201-216 (2001) - [c15]Jen-Chang Liu, Wen-Liang Hwang, Ming-Syan Chen, Jin-Wu Tsai, Chi-Hung Lin:
Wavelet based active contour model for object tracking. ICIP (3) 2001: 206-209 - [c14]Ming-Shing Su, Wen-Liang Hwang, Kuo-Young Cheng:
Variational calculus approach to multiresolution image mosaic. ICIP (2) 2001: 245-248 - [c13]Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern:
Enhancing image watermarking methods by second order statistics. ICIP (2) 2001: 522-525 - 2000
- [j10]Wen-Jyi Hwang, Ray-Shine Lin, Wen-Liang Hwang, Chung-Kun Wu:
Multiplication-free fast codeword search algorithm using Haar transform with squared-distance measure. Pattern Recognit. Lett. 21(5): 399-405 (2000) - [j9]Jen-Chang Liu, Wen-Liang Hwang, Ming-Syan Chen:
Estimation of 2-D noisy fractional Brownian motion and its applications using wavelets. IEEE Trans. Image Process. 9(8): 1407-1419 (2000) - [c12]Chien-Kai Peng, Wen-Liang Hwang, Chung-Lin Huang:
Matching pursuits low bit rate video coding with codebooks adaptation. ICASSP 2000: 408-411 - [c11]