Wen-Liang Hwang

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 34

Top Venues

CoRR

IEEE Trans. Signal Process.

ICIP

IEEE Signal Process. Lett.

Publications

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) (2024)
Wen-Liang Hwang
Generalization bounds for regression and classification on adaptive covering input domains. CoRR (2024)
Wen-Liang Hwang
Representation and decomposition of functions in DAG-DNNs and structural network pruning. CoRR (2023)
Shih-Shuo Tung, Ming-Yu Chung, Jinn Ho, Wen-Liang Hwang
Un-Rectifying in ReLU Networks and Applications. APSIPA ASC (2023)
Jinn Ho, Wen-Liang Hwang
Deriving RIP sensing matrices for sparsifying dictionaries. CoRR (2022)
Wen-Liang Hwang, Shih-Shuo Tung
Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis. CoRR (2022)
Wen-Liang Hwang, Jinn Ho
Null Space Component Analysis of One-Shot Single-Channel Source Separation Problem. IEEE Trans. Signal Process. 69 (2021)
Wen-Liang Hwang, Shih-Shuo Tung
Learning DNN networks using un-rectifying ReLU with compressed sensing application. CoRR (2021)
Jinn Ho, Wen-Liang Hwang
Ambiguity and sensitivity in imprecise dictionaries for compressed sensing. Signal Process. 178 (2021)
Shih-Shuo Tung, Wen-Liang Hwang
Un-rectifying ReLU Deep Neural Network in Compressed Sensing Recovery. ICCE-TW (2021)
Andreas Heinecke, Jinn Ho, Wen-Liang Hwang
Refinement and Universal Approximation via Sparsely Connected ReLU Convolution Nets. IEEE Signal Process. Lett. 27 (2020)
Wen-Liang Hwang, Andreas Heinecke
Un-Rectifying Non-Linear Networks for Signal Representation. IEEE Trans. Signal Process. 68 (2020)
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) (2019)
Andreas Heinecke, Wen-Liang Hwang
Deep Representation with ReLU Neural Networks. CoRR (2019)
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) (2019)
Ping-Tzan Huang, Wen-Liang Hwang, Tai-Lang Jong
Learning Parseval Frames for Sparse Representation with Frame Perspective. ICIP (2018)
Changchen Zhao, Wen-Liang Hwang, Chun-Liang Lin, Weihai Chen
Greedy orthogonal matching pursuit for subspace clustering to improve graph connectivity. Inf. Sci. 459 (2018)
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 (2018)
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) (2018)
Wen-Liang Hwang, Ping-Tzan Huang, Tai-Lang Jong
Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. CoRR (2018)
Shih-Shuo Tung, Hao-Chiang Shao, Wen-Liang Hwang
Extending depth of field in noisy light field photography. iCAST (2017)
Chia-Chen Lee, Wen-Liang Hwang
Mixture of Gaussian Blur Kernel Representation for Blind Image Restoration. IEEE Trans. Computational Imaging 3 (4) (2017)
Shih-Shuo Tung, Wen-Liang Hwang
Multiple depth layers and all-in-focus image generations by blurring and deblurring operations. Pattern Recognit. 69 (2017)
Hao-Chiang Shao, Wen-Liang Hwang
Deriving 3D shape properties by using backward wavelet remesher. GlobalSIP (2017)
Hao-Chiang Shao, Wen-Liang Hwang
Light field upsampling by joint bilateral filtering on epipolar plane images. APSIPA (2016)
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) (2016)
Chia-Chen Lee, Wen-Liang Hwang
Sparse representation of a blur kernel for out-of-focus blind image restoration. ICIP (2016)
Wen-Liang Hwang
A Theorem on Multi-Objective Optimization Approach for Bit Allocation of Scalable Coding. CoRR (2016)
Yun-Shan Lee, Wen-Liang Hwang, Xiaolin Tian
Continuous piecewise affine transformation for image registration. Int. J. Wavelets Multiresolution Inf. Process. 13 (1) (2015)
Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen
A surface-constrained volumetric alignment method for image atlasing. APSIPA (2015)
Wen-Liang Hwang, Jinn Ho
Null space component analysis for noisy blind source separation. Signal Process. 109 (2015)
Chia-Chen Lee, Wen-Liang Hwang
Sparse Representation of a Blur Kernel for Blind Image Restoration. CoRR (2015)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
Adaptive Integral Operators for Signal Separation. IEEE Signal Process. Lett. 22 (9) (2015)
Guan-Ju Peng, Wen-Liang Hwang
A Proximal Method for Dictionary Updating in Sparse Representations. IEEE Trans. Signal Process. 63 (15) (2015)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
Learning adaptive interpolation kernels for fast single-image super resolution. Signal Image Video Process. 8 (6) (2014)
Guan-Ju Peng, Wen-Liang Hwang
Re-weighting the morphological diversity. VCIP (2014)
Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen
A backward wavelet remesher for level of detail control and scalable coding. ICIP (2014)
Guan-Ju Peng, Wen-Liang Hwang
Reweighted and Adaptive Morphology Separation. SIAM J. Imaging Sci. 7 (4) (2014)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
An integral operator based adaptive signal separation approach. ICASSP (2013)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
Multicomponent AM-FM signal separation and demodulation with null space pursuit. Signal Image Video Process. 7 (6) (2013)
Jinn Ho, Wen-Liang Hwang
Wavelet Bayesian Network Image Denoising. IEEE Trans. Image Process. 22 (4) (2013)
Guan-Ju Peng, Wen-Liang Hwang
A proximal method for the K-SVD dictionary learning. MLSP (2013)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
Multiple Component Predictive Coding of Images. Int. J. Wavelets Multiresolution Inf. Process. 11 (2) (2013)
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)
Jinn Ho, Wen-Liang Hwang
Image denoising using wavelet Bayesian network models. ICASSP (2012)
Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen
Optimal Multiresolution Blending of Confocal Microscope Images. IEEE Trans. Biomed. Eng. 59 (2) (2012)
Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen
Optimal Bit-allocation for Wavelet-based Scalable Video Coding. ICME (2012)
Yu-Chen Shu, Wen-Liang Hwang, Dean Chou
Message Passing Using the Cover Text as Secret Key. ISBAST (2012)
Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen
AND-OR tree-based mode selection for video coding. Signal Image Video Process. 6 (2) (2012)
Paruvelli Sreedevi, Wen-Liang Hwang
Example-based single image enhanced up-sampling. ICACCI (2012)
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)
Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen
Interlayer Bit Allocation for Scalable Video Coding. IEEE Trans. Image Process. 21 (5) (2012)
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)
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) (2012)
Hao-Chiang Shao, Wei-Yun Cheng, Yung-Chang Chen, Wen-Liang Hwang
Flybow Image Segmentation - For Tracing Neuron Circuits in Drosophila Brain. BIOSIGNALS (2012)
Hao-Chiang Shao, Wen-Liang Hwang, Yung-Chang Chen
Biomedical image mosaicing: An optimized multiscale approach. ISBI (2011)
Guan-Ju Peng, Wen-Liang Hwang, Sao-Jie Chen
Rate-allocation for spatially scalable video coding. ISPA (2011)
Xiyuan Hu, Silong Peng, Wen-Liang Hwang
Operator based multicomponent AM-FM signal separation approach. MLSP (2011)
Xiyuan Hu, Weiping Xia, Silong Peng, Wen-Liang Hwang
Multiple component predictive coding framework of still images. ICME (2011)
Silong Peng, Wen-Liang Hwang
Null space pursuit: an operator-based approach to adaptive signal separation. IEEE Trans. Signal Process. 58 (5) (2010)
Paruvelli Sreedevi, Wen-Liang Hwang, Shawmin Lei
An Examplar-Based Approach for Texture Compaction Synthesis and Retrieval. IEEE Trans. Image Process. 19 (5) (2010)
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) (2009)
Chih-Tsung Shen, Wen-Liang Hwang
Color image enhancement using retinex with robust envelope. ICIP (2009)
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) (2009)
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) (2008)
Hui Li, Yuhua Peng, Wen-Liang Hwang
A fast content-dependent interpolation approach via adaptive filtering. MMSP (2008)
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) (2008)
Yueh-Shiun Lee, Jinn Ho, Wen-Liang Hwang, Chung-Lin Huang
Iris Recognition Based on Matching Pursuits. IIH-MSP (2008)
Cho-Chun Cheng, Guan-Ju Peng, Wen-Liang Hwang
Distortion estimation and bit allocation for MCTF based 3-D wavelet video coding. ICIP (2008)
Jinn Ho, Wen-Liang Hwang
Automatic Microarray Spot Segmentation Using a Snake-Fisher Model. IEEE Trans. Medical Imaging 27 (6) (2008)
Silong Peng, Wen-Liang Hwang
Adaptive Signal Decomposition Based on Local Narrow Band Signals. IEEE Trans. Signal Process. 56 (7-1) (2008)
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) (2007)
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) (2007)
Wei-Gang Che, Chung-Lin Huang, Wen-Liang Hwang
An Automatic Eye Wink Interpretation System for the Disable. ICME (2007)
Jinn Ho, Wen-Liang Hwang
Segmenting Microarray Image Spots using an Active Contour Approach. ICIP (6) (2007)
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)
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) (2007)
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)
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) (2006)
Liu-Yuan Lai, Wen-Liang Hwang, Silong Peng
A Sampling-Based Gem Algorithm with Classification for Texture Synthesis. ICASSP (2) (2006)
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) (2006)
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) (2006)
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) (2006)
Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang
Design Error-Resilient Multiple Substreams 3D Coder Including Receiver Post-Processing in Analysis. ICIP (2006)
Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei
Video compression based on orthonormal matching pursuits. ISCAS (2006)
Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang
Error concealment protection for loss resilient bitplane-coded video communications. ISCAS (2006)
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) (2006)
Jinn Ho, Wen-Liang Hwang, Henry Horn-Shing Lu, D. T. Lee
Gridding spot centers of smoothly distorted microarray images. IEEE Trans. Image Process. 15 (2) (2006)
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)
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) (2005)
Jinn Ho, Wen-Liang Hwang, Henry Horn-Shing Lu, D. T. Lee
Gridding the spot centers of microarray images. EUSIPCO (2005)
Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern
An asymmetric subspace watermarking method for copyright protection. IEEE Trans. Signal Process. 53 (2-2) (2005)
Jian-Liang Lin, Wen-Liang Hwang, Soo-Chang Pei
Multiple blocks update algorithm for matching pursuit video coding. ICIP (2) (2005)
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)
Chun-Liang Tu, Wen-Liang Hwang, Jinn Ho
Analysis of singularities from modulus maxima of complex wavelets. IEEE Trans. Inf. Theory 51 (3) (2005)
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)
Jengnan Tzeng, Wen-Liang Hwang, I-Liang Chern
An asymmetric watermarking method for copyright protection utilizing dual bases. ICIP (1) (2005)
Ming-Shing Su, Wen-Liang Hwang, Kuo-Young Cheng
Analysis on multiresolution mosaic images. IEEE Trans. Image Process. 13 (7) (2004)
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)
Chih-Ming Fu, Wen-Liang Hwang, Chung-Lin Huang
Timing acquisition for fractal modulation in Gaussian white and 1/f channels. ICASSP (4) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wen-Liang Hwang