Andrew Chi-Sing Leung

Yi Xiao, Liang Wan, Chi-Sing Leung, Yu-Kun Lai, Tien-Tsin Wong: Example-Based Color Transfer for Gradient Meshes. IEEE Transactions on Multimedia 15(3): 549-560 (2013)

Chi-Sing Leung, Pui-Fai Sum, Yuxin Liu: Optimization of tuning parameters for open node fault regularizer. Neurocomputing 94: 32-45 (2012)

Andrew Chi-Sing Leung: Editorial for special issue on ICONIP2010 "applications of neural information processing". Neural Computing and Applications 21(4): 611-612 (2012)

Yi Xiao, Chi-Sing Leung, Ping-Man Lam, Tze-Yui Ho: Self-organizing map-based color palette for high-dynamic range texture compression. Neural Computing and Applications 21(4): 639-647 (2012)

Andrew Chi-Sing Leung, Yi Xiao, Yong Xu, Kwok-Wo Wong: Decouple implementation of weight decay for recursive least square. Neural Computing and Applications 21(7): 1709-1716 (2012)

John Sum, Chi-Sing Leung, Kevin I.-J. Ho: On-Line Node Fault Injection Training Algorithm for MLP Networks: Objective Function and Convergence Analysis. IEEE Trans. Neural Netw. Learning Syst. 23(2): 211-222 (2012)

Yi Xiao, Yuxin Liu, Chi-Sing Leung, Pui-Fai Sum, Kevin Ho: Analysis on the Convergence Time of Dual Neural Network-Based WTA. IEEE Trans. Neural Netw. Learning Syst. 23(4): 676-682 (2012)

Chi-Sing Leung, John Sum: RBF Networks Under the Concurrent Fault Situation. IEEE Trans. Neural Netw. Learning Syst. 23(7): 1148-1155 (2012)

John Sum, Chi-Sing Leung, Kevin Ho: Convergence Analyses on On-Line Weight Noise Injection-Based Training Algorithms for MLPs. IEEE Trans. Neural Netw. Learning Syst. 23(11): 1827-1840 (2012)

Chi-Sing Leung, Ping-Man Lam, Peter Wai-Ming Tsang, Wuchao Situ: A Graphics Processing Unit Accelerated Genetic Algorithm for Affine Invariant Matching of Broken Contours. Signal Processing Systems 66(2): 105-111 (2012)

Peter Wai-Ming Tsang, W. C. Situ, Chi-Sing Leung, Kai-Tat Ng: Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm. ICONIP (4) 2012: 204-211

Chi-Sing Leung, Pui-Fai Sum, Kai-Tat Ng: On the Objective Function and Learning Algorithm for Concurrent Open Node Fault. ICONIP (3) 2012: 208-216

Chi-Sing Leung, Hing-Cheung So, Frankie K. W. Chan, Anthony G. Constantinides: Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements. ICONIP (2) 2012: 234-241

Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung (Eds.): Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7663, Springer 2012, isbn 978-3-642-34474-9

Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung (Eds.): Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7664, Springer 2012, isbn 978-3-642-34480-0

Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung (Eds.): Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III. Lecture Notes in Computer Science 7665, Springer 2012, isbn 978-3-642-34486-2

Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung (Eds.): Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV. Lecture Notes in Computer Science 7666, Springer 2012, isbn 978-3-642-34477-0

Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung (Eds.): Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part V. Lecture Notes in Computer Science 7667, Springer 2012, isbn 978-3-642-34499-2

Kevin Ho, Andrew Chi-Sing Leung, John Sum: Training RBF network to tolerate single node fault. Neurocomputing 74(6): 1046-1052 (2011)

Chi-Sing Leung: Special issue on ICONIP2009 "Learning algorithm and mathematic modeling". Neurocomputing 74(11): 1915 (2011)

Shue Kwan Mak, Pui-Fai Sum, Chi-Sing Leung: Regularizers for fault tolerant multilayer feedforward networks. Neurocomputing 74(11): 2028-2040 (2011)

Andrew Chi-Sing Leung, Pui-Fai Sum, Kevin Ho: The effect of weight fault on associative networks. Neural Computing and Applications 20(1): 113-121 (2011)

Peter Wai-Ming Tsang, Wai Keung Cheung, Andrew Chi-Sing Leung: Decoding ambisonic signals to irregular quad loudspeaker configuration based on hybrid ANN and modified tabu search. Neural Computing and Applications 20(7): 983-991 (2011)

Yi Xiao, Andrew Chi-Sing Leung, Tze-Yui Ho, Ping-Man Lam: A GPU implementation for LBG and SOM training. Neural Computing and Applications 20(7): 1035-1042 (2011)

Kevin Ho, Chi-Sing Leung, John Sum: Objective Functions of Online Weight Noise Injection Training Algorithms for MLPs. IEEE Transactions on Neural Networks 22(2): 317-323 (2011)

Tze-Yui Ho, Liang Wan, Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong: Unicube for Dynamic Environment Mapping. IEEE Trans. Vis. Comput. Graph. 17(1): 51-63 (2011)

Liang Wan, Shue Kwan Mak, Tien-Tsin Wong, Chi-Sing Leung: Spatiotemporal Sampling of Dynamic Environment Sequences. IEEE Trans. Vis. Comput. Graph. 17(10): 1499-1509 (2011)

John Sum, Chi-Sing Leung, Kevin Ho: Analysis on Wang's kWTA with Stochastic Output Nodes. ICONIP (3) 2011: 268-275

Chi-Sing Leung, John Sum: Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise. ICONIP (3) 2011: 276-283

Chi-Sing Leung, John Sum, Ping-Man Lam, Anthony G. Constantinides: Recovery of Sparse Signal from an Analog Network Model. ICONIP (3) 2011: 373-380

Yau-King Lam, Peter Wai-Ming Tsang, Chi-Sing Leung: Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching. ICONIP (1) 2011: 654-661

Yau-King Lam, Wuchao Situ, Peter Wai-Ming Tsang, Chi-Sing Leung, Yi Xiao: Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data. ICONIP (1) 2011: 662-667

Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong, Chi-Wing Fu: Uniformly sampling multi-resolution analysis for image-based relighting. J. Visual Communication and Image Representation 21(7): 693-706 (2010)

Hongjiang Wang, Chi-Sing Leung, Pui-Fai Sum, Gang Wei: Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault. Neural Processing Letters 32(1): 97-107 (2010)

Kevin I.-J. Ho, Chi-Sing Leung, John Sum: Convergence and objective functions of some fault/noise-injection-based online learning algorithms for RBF networks. IEEE Transactions on Neural Networks 21(6): 938-947 (2010)

Andrew Chi-Sing Leung, Hongjiang Wang, John Sum: On the selection of weight decay parameter for faulty networks. IEEE Transactions on Neural Networks 21(8): 1232-1244 (2010)

Ping-Man Lam, Tze-Yui Ho, Chi-Sing Leung, Tien-Tsin Wong: All-Frequency Lighting with Multiscale Spherical Radial Basis Functions. IEEE Trans. Vis. Comput. Graph. 16(1): 43-56 (2010)

Liang Wan, Xiaopei Liu, Tien-Tsin Wong, Chi-Sing Leung: Evolving Mazes from Images. IEEE Trans. Vis. Comput. Graph. 16(2): 287-297 (2010)

Deng-yu Qiao, Wai Ho Mow, Chi-Sing Leung: Scalar Quantizers with Uniform Encoders and Channel-Optimized Decoders for M-PSK Schemes. GLOBECOM 2010: 1-5

Chi-Sing Leung, John Sum, Shue Kwan Mak: Generalization Error of Faulty MLPs with Weight Decay Regularizer. ICONIP (2) 2010: 160-167

Ping-Man Lam, Chi-Sing Leung, John Sum, Anthony G. Constantinides: Lagrange Programming Neural Networks for Compressive Sampling. ICONIP (2) 2010: 177-184

Chi-Wing Fu, Liang Wan, Tien-Tsin Wong, Chi-Sing Leung: The Rhombic Dodecahedron Map: An Efficient Scheme for Encoding Panoramic Video. IEEE Transactions on Multimedia 11(4): 634-644 (2009)

J. P. F. Sum, Chi-Sing Leung, Kevin I.-J. Ho: On Objective Function, Regularizer, and Prediction Error of a Learning Algorithm for Dealing With Multiplicative Weight Noise. IEEE Transactions on Neural Networks 20(1): 124-138 (2009)

Tze-Yui Ho, Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong: Efficient Relighting of RBF-Based Illumination Adjustable Images. IEEE Transactions on Neural Networks 20(12): 1987-1993 (2009)

Peter Wai-Ming Tsang, Wai Keung Cheung, Chi-Sing Leung: Decoding Ambisonic Signals to Irregular Loudspeaker Configuration Based on Artificial Neural Networks. ICONIP (2) 2009: 273-280

Deng-yu Qiao, Chi-Sing Leung, Pui-Fai Sum: Fault Tolerant Regularizers for Multilayer Feedforward Networks. ICONIP (1) 2009: 277-284

Chi-Sing Leung, Minho Lee, Jonathan Hoyin Chan (Eds.): Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part I. Lecture Notes in Computer Science 5863, Springer 2009, isbn 978-3-642-10676-7

Chi-Sing Leung, Minho Lee, Jonathan Hoyin Chan (Eds.): Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part II. Lecture Notes in Computer Science 5864, Springer 2009, isbn 978-3-642-10682-8

John Sum, Andrew Chi-Sing Leung: Prediction error of a fault tolerant neural network. Neurocomputing 72(1-3): 653-658 (2008)

Chi-Sing Leung, John Sum, Herbert Chan: Improved transmission of vector quantized data over noisy channels. Neural Computing and Applications 17(1): 1-9 (2008)

Tze-Yui Ho, Ping-Man Lam, Chi-Sing Leung: Parallelization of cellular neural networks on GPU. Pattern Recognition 41(8): 2684-2692 (2008)

Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong: A GPU favor representation method for plenoptic-illumination function based on an efficient spherical partition scheme. Sig. Proc.: Image Comm. 23(8): 624-636 (2008)

Chi-Sing Leung, J. P. F. Sum: A Fault-Tolerant Regularizer for RBF Networks. IEEE Transactions on Neural Networks 19(3): 493-507 (2008)

Xuemiao Xu, Liang Wan, Xiaopei Liu, Tien-Tsin Wong, Liansheng Wang, Chi-Sing Leung: Animating animal motion from still. ACM Trans. Graph. 27(5): 117 (2008)

Xiaopei Liu, Liang Wan, Yingge Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng: Intrinsic colorization. ACM Trans. Graph. 27(5): 152 (2008)

Chi-Sing Leung, Pui-Fai Sum, Hongjiang Wang: Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer. ICONIP (2) 2008: 316-323

John Sum, Chi-Sing Leung, Kevin Ho: On Node-Fault-Injection Training of an RBF Network. ICONIP (2) 2008: 324-331

Kevin Ho, Chi-Sing Leung, John Sum: On Weight-Noise-Injection Training. ICONIP (2) 2008: 919-926

Chi-Sing Leung, Frank H. Leung: Editorial for ICONIP 2006. Neural Computing and Applications 16(6): 503-504 (2007)

Ping-Man Lam, Tze-Yui Ho, Chi-Sing Leung, Tien-Tsin Wong: Noise-proofing the doubly SH-projected coefficients for synthesizing images under environment lighting. Sig. Proc.: Image Comm. 22(5): 466-479 (2007)

Tien-Tsin Wong, Chi-Sing Leung, Pheng-Ann Heng, Jianqing Wang: Discrete Wavelet Transform on Consumer-Level Graphics Hardware. IEEE Transactions on Multimedia 9(3): 668-673 (2007)

Liang Wan, Tien-Tsin Wong, Chi-Sing Leung: Isocube: Exploiting the Cubemap Hardware. IEEE Trans. Vis. Comput. Graph. 13(4): 720-731 (2007)

Chi-Sing Leung, Pui-Fai Sum, Tien-Tsin Wong: Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise. ICONIP (1) 2007: 289-298

Chi-Sing Leung, Kwok-Wo Wong, Yong Xu: The Local True Weight Decay Recursive Least Square Algorithm. ICONIP (1) 2007: 456-465

Chi-Sing Leung, Ah Chung Tsoi: Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms. Neural Computing and Applications 15(1): 62-78 (2006)

Chi-Sing Leung, Herbert Chan, Wai Ho Mow: Soft-Decoding SOM for VQ Over Wireless Channels. Neural Processing Letters 24(2): 179-192 (2006)

Tze-Yui Ho, Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong: GPU-friendly rendering for illumination adjustable images. Sig. Proc.: Image Comm. 21(10): 919-933 (2006)

Chi-Sing Leung, Tien-Tsin Wong, Ping-Man Lam, Kwok-Hung Choy: An RBF-based compression method for image-based relighting. IEEE Transactions on Image Processing 15(4): 1031-1041 (2006)

Yong Xu, Kwok-Wo Wong, Chi-Sing Leung: Generalized RLS approach to the training of neural networks. IEEE Transactions on Neural Networks 17(1): 19-34 (2006)

Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong: Noise-Resistant Fitting for Spherical Harmonics. IEEE Trans. Vis. Comput. Graph. 12(2): 254-265 (2006)

Si Ai, Shu-hung Leung, Chi-Sing Leung, Rongfang Song: A Novel Adaptive OFDM Receiver with Second Order Polynomial Nyquist Window Function. ICC 2006: 2875-2880

John Sum, Andrew Chi-Sing Leung, Kevin Ho: Prediction Error of a Fault Tolerant Neural Network. ICONIP (1) 2006: 521-528

Xiaolin Shi, Shu-hung Leung, Chi-Sing Leung: Mean square error analysis of RLS algorithm for WSSUS fading channels. ISCAS 2006

Pun-Mo Ho, Tien-Tsin Wong, Chi-Sing Leung: Compressing the illumination-adjustable images with principal component analysis. IEEE Trans. Circuits Syst. Video Techn. 15(3): 355-364 (2005)

Liang Wan, Tien-Tsin Wong, Chi-Sing Leung: Spherical Q2-tree for Sampling Dynamic Environment Sequences. Rendering Techniques 2005: 21-30

Andrew Chi-Sing Leung, John Sum, Hong Shen, Jie Wu, Gilbert H. Young: Analysis and Design of an Agent Searching Algorithm for e-Marketplaces. Cluster Computing 7(1): 85-90 (2004)

Ze Wang, Chi-Sing Leung, Yi-Sheng Zhu, Tien-Tsin Wong: Data compression with spherical wavelets and wavelets for the image-based relighting. Computer Vision and Image Understanding 96(3): 327-344 (2004)

Ze Wang, Andrew Chi-Sing Leung, Tien-Tsin Wong, Yi-Sheng Zhu: Eigen-image based compression for the image-based relighting with cascade recursive least squared networks. Pattern Recognition 37(6): 1219-1231 (2004)

Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong: A compression method for a massive image data set in image-based rendering. Sig. Proc.: Image Comm. 19(8): 741-754 (2004)

Ze Wang, Chi-Sing Leung, Yi-Sheng Zhu, Tien-Tsin Wong: Data compression on the illumination adjustable images by PCA and ICA. Sig. Proc.: Image Comm. 19(10): 939-954 (2004)

Andrew Chi-Sing Leung, Ping-Man Lam: A Local Training-Pruning Approach for Recurrent Neural Networks. Int. J. Neural Syst. 13(1): 25-38 (2003)

Chi-Sing Leung, Lai-Wan Chan: Dual extended Kalman filtering in recurrent neural networks. Neural Networks 16(2): 223-239 (2003)

Ze Wang, Yin Lee, Simone Fiori, Andrew Chi-Sing Leung, Yi-Sheng Zhu: An improved sequential method for principal component analysis. Pattern Recognition Letters 24(9-10): 1409-1415 (2003)

Ze Wang, Yin Lee, Andrew Chi-Sing Leung, Tien-Tsin Wong, Yi-Sheng Zhu: An improved optimal bit allocation method for sub-band coding. Pattern Recognition Letters 24(16): 3007-3013 (2003)

Tien-Tsin Wong, Chi-Sing Leung: Compression of illumination-adjustable images. IEEE Trans. Circuits Syst. Video Techn. 13(11): 1107-1118 (2003)

John Sum, Hong Shen, Gilbert H. Young, Jie Wu, Chi-Sing Leung: Analysis on Extended Ant Routing Algorithms for Network Routing and Management. The Journal of Supercomputing 24(3): 327-340 (2003)

John Sum, Hong Shen, Andrew Chi-Sing Leung, Gilbert H. Young: Analysis on a Mobile Agent-Based Algorithm for Network Routing and Management. IEEE Trans. Parallel Distrib. Syst. 14(3): 193-202 (2003)

Andrew Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong: Data Compression for a Massive Image Data Set in IBMR. Computer Graphics International 2003: 68-73

Pun-Mo Ho, Tien-Tsin Wong, Kwok-Hung Choy, Chi-Sing Leung: PCA-based compression for image-based relighting. ICME 2003: 473-476

Tien-Tsin Wong, Chi-Wing Fu, Pheng-Ann Heng, Chi-Sing Leung: The plenoptic illumination function. IEEE Transactions on Multimedia 4(3): 361-371 (2002)

Kwok-Wo Wong, Chi-Sing Leung, Sheng-Jiang Chang: Handwritten Digit Recognition Using Multi-Layer Feedforward Neural Networks with Periodic and Monotonic Activation Functions. ICPR (3) 2002: 106-109

Chi-Sing Leung, Kwok-Wo Wong, Pui-Fai Sum, Lai-Wan Chan: A pruning method for the recursive least squared algorithm. Neural Networks 14(2): 147-174 (2001)

Chi-Sing Leung, Ah Chung Tsoi, Lai-Wan Chan: Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks. IEEE Transactions on Neural Networks 12(6): 1314-1332 (2001)

Sheng-Jiang Chang, Andrew Chi-Sing Leung, Kwok-Wo Wong, John Sum: A Local Training and Pruning Approach for Neural Networks. Int. J. Neural Syst. 10(6): 425-438 (2000)

Sheng-Jiang Chang, Kwok-Wo Wong, Andrew Chi-Sing Leung: Combining DEKF algorithm and trace rule for fast on-line invariance extraction and recognition. Pattern Recognition Letters 21(6-7): 493-501 (2000)

John Sum, Andrew Chi-Sing Leung, Gilbert H. Young, Lai-Wan Chan, Wing-Kay Kan: An Adaptive Bayesian Pruning for Neural Networks in a Non-Stationary Environment. Neural Computation 11(4): 965-976 (1999)

Andrew Chi-Sing Leung, Lai-Wan Chan: Design of trellis coded vector quantizers using Kohonen maps. Neural Networks 12(6): 907-914 (1999)

J. P. F. Sum, Chi-Sing Leung, Peter Kwong-Shun Tam, Gilbert H. Young, Wing-Kay Kan, Lai-Wan Chan: Analysis for a class of winner-take-all model. IEEE Transactions on Neural Networks 10(1): 64-71 (1999)

John Sum, Chi-Sing Leung, Gilbert H. Young, Wing-Kay Kan: On the Kalman filtering method in neural network training and pruning. IEEE Transactions on Neural Networks 10(1): 161-166 (1999)

Chi-Sing Leung, Gilbert H. Young, John Sum, Wing-Kay Kan: On the regularization of forgetting recursive least square. IEEE Transactions on Neural Networks 10(6): 1482-1486 (1999)

John Sum, Lai-Wan Chan, Andrew Chi-Sing Leung, Gilbert H. Young: Extended Kalman Filter-Based Pruning Method for Recurrent Neural Networks. Neural Computation 10(6): 1481-1505 (1998)

Kwok-Wo Wong, Andrew Chi-Sing Leung: On-line Successive Synthesis of Wavelet Networks. Neural Processing Letters 7(2): 91-100 (1998)

Chi-Sing Leung, Lai-Wan Chan: An error control scheme for transmission of vector quantization data over noisy channels. IEEE Transactions on Signal Processing 46(10): 2767-2780 (1998)

Andrew Chi-Sing Leung, Lai-Wan Chan: The Behavior of Forgetting Learning in Bidrectional Associative Memory. Neural Computation 9(2): 385-401 (1997)

Chi-Sing Leung, Lai-Wan Chan, Edmund Man Kit Lai: Stability and statistical properties of second-order bidirectional associative memory. IEEE Trans. Neural Netw. Learning Syst. 8(2): 267-277 (1997)

Chi-Sing Leung, Lai-Wan Chan: Transmission of vector quantized data over a noisy channel. IEEE Trans. Neural Netw. Learning Syst. 8(3): 582-589 (1997)

John Sum, Chi-Sing Leung, Lai-Wan Chan, Lei Xu: Yet another algorithm which can generate topography map. IEEE Trans. Neural Netw. Learning Syst. 8(5): 1204-1207 (1997)

Chi-Sing Leung, Lai-Wan Chan, John Sum: Attraction Basin of Bidirectional Associative Memories. Int. J. Neural Syst. 7(6): 715-726 (1996)

Andrew Chi-Sing Leung, Lai-Wan Chan, John Sum: Storage behavior and error correction capability of bidirectional associative memory under forgetting learning. Neural Parallel & Scientific Comp. 4(2): 141-156 (1996)

Chi-Sing Leung, Lai-Wan Chan, Edmund Man Kit Lai: Stability, capacity, and statistical dynamics of second-order bidirectional associative memory. IEEE Transactions on Systems, Man, and Cybernetics 25(10): 1414-1424 (1995)