Ce ZHU

Publications

Copyright Notice

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Books

[B_1] C. Zhu, Y. Zhao, L. Yu and M. Tanimoto (Eds.), 3D-TV System with Depth-Image-Based Rendering: Architecture, Techniques and Challenges. Springer, USA, 2013. [link] (Over 20k chapter downloads from the online platform SpringerLink)
[B_2] C. Zhu, Y. Li (Eds.), Advanced Video Communications over Wireless Networks. CRC PRESS, Taylor and Francis Group, LLC, USA, 2013, ISBN-10: 1439879982, ISBN-13: 978-1439879986.
[B_3] C. Zhu, Y. Li, and X. Niu (Eds.), Streaming Media Architectures, Techniques, and Applications: Recent Advances. IGI Global, USA, Nov. 2010, ISBN: 978-1-61692-831-5 (hardcover), ISBN: 978-1-61692-833-9.

Book Chapters

[Bc_1] Y. Zhao, C. Zhu, L. Yu and M. Tanimoto "An Overview of 3DTV system using DIBR technique," in 3DTV System with Depth-Image-Based Rendering: Architectures, Techniques and Challenges, C. Zhu, Y. Zhao, L. Yu, M. Tanimoto (Eds.), Springer, USA, 2013.
[Bc_2] Y. Zhao, C. Zhu, L. Yu, "Virtual View Synthesis and Artifact Reduction Techniques," in 3DTV System with Depth-Image-Based Rendering: Architectures, Techniques and Challenges, C. Zhu, Y. Zhao, L. Yu, M. Tanimoto (Eds.), Springer, USA, 2013.
[Bc_3] W. Xiang, C. Zhu, C.K. Siew, Y. Xu, and M. Liu, "2-D Scalable Multiple Description Coding for Robust H.264/SVC Video Communications," in Streaming Media Architectures, Techniques, and Applications: Recent Advances, C. Zhu, Y. Li, and X. Niu (Eds.), IGI Global, USA, Nov. 2010.
[Bc_4] M. Liu and C. Zhu, "Multiple Description Coding with Application in Multimedia Watermarking," in Handbook of Research on Secure Multimedia Distribution, S. Lian and Y. Zhang (Eds.), IGI Global, USA, Mar. 2009.

Selected Journal Papers

[J_1] Dayong Wang, C. Zhu, Yu Sun, Frederic Dufaux, Yuanyuan Huang, “Efficient Multi-Strategy Intra Prediction for Quality Scalable High Efficiency Video Coding,” IEEE Transactions on Image Processing (DOI: 10.1109/TIP.2017.2740161).
[J_2] X. Lin, C. Zhu, Q. Zhang, and Y. Liu, “Geometric mesh corner detection using triangle principle,” Electronics Letters, 2017.
[J_3] Sayuan Liang, Tom Dresselaers, Karim Louchami, C. Zhu, Yipeng Liu, Uwe Himmelreich, "Comparison of different compressed sensing algorithms for low SNR 19F MRI application - imaging of transplanted pancreatic islets and cells labeled with perfluorocarbons," NMR in Biomedicine, 2017.
[J_4] M. Yang, N. Zheng, C. Zhu, F. Wang, “A Novel Method of Minimizing View Synthesis Distortion based on Its Non-Monotonicity in 3D Video”, IEEE Transactions on Image Processing, vol. 26, no. 11, pp. 5122-5137, Nov. 2017.
[J_5] Y. Liu, S. Wu, X. Huang, B. Chen, C. Zhu, “Hybrid CS-DMRI: Periodic Time-Variant Subsampling and Omnidirectional Total Variation Based Reconstruction”, IEEE Transactions on Medical Imaging (DOI: 10.1109/TMI.2017.2717502).
[J_6] X. Lin, C. Zhu, Q. Zhang, X. Huang, Y. Liu, “Efficient and Robust Corner Detectors Based on Second Order Difference of Contour,” IEEE Signal Processing Letters, vol. 24, no. 9, pp. 1393-1397, Sep. 2017. [Code Demo]
[J_7] J. Liu, Y. Xu, S. Wang, C. Zhu, “Complex Wavelet-Domain Image Watermarking Algorithm Using L1-norm Function-Based Quantization,” Circuits, Systems, and Signal Processing (Accepted in Jun. 2017).
[J_8] Y. Gao, C. Zhu, S. Li, T. Yang, "Temporally Dependent Rate-Distortion Optimization for Low-Delay Hierarchical Video Coding," IEEE Transactions on Image Processing, vol. 26, no. 9, pp. 4457-4470, Sept. 2017.
[J_9] X. Zhang, C. Zhu, H. Wu, Z. Liu, Y. Xu, ”An Imbalance Compensation Framework for Background Subtraction,” IEEE Transactions on Multimedia (DOI: 10.1109/TMM.2017.2701645).
[J_10] S. Tang, M. Ye, C. Zhu, Y. Liu, “Adaptive Pedestrian Detection Using Convolutional Neural Network with Dynamically Adjusted Classifier,” Journal of Electronic Imaging (Accepted in Jan. 2017).
[J_11] J. Bai, C.C. Chang, T.S. Nguyen, C. Zhu, Y. Liu, "A High Payload Steganographic Algorithm Based on Edge Detection," Displays, vol. 46, pp. 42-51, 2017.
[J_12] Y. Zhang, Y. Wang, C. Zhu, Y. Lin, J. Zheng, Optimization of Depth Modeling Modes in 3D-HEVC Depth Intra Coding, Journal of Real-Time Image Processing, vol. 13, no. 1, pp. 85-100, Mar. 2017.
[J_13] C. Zhu, S. Li, J.H. Zheng, Y.B. Gao, L. Yu, "Texture-Aware Depth Prediction in 3D Video Coding," IEEE Transactions on Broadcasting, vol. 62, no. 2, pp. 482-486, June 2016.
[J_14] C. Zhu, S. Li, "Depth Image Based View Synthesis: New Insights and Perspectives on Hole Generation and Filling," IEEE Transactions on Broadcasting, vol. 62, no. 1, pp. 82-93, Mar. 2016. [EXE File]
[J_15] X. Zhang, C. Zhu, S. Wang, Y. Liu, M. Ye, "A Bayesian Approach for Camouflaged Moving Object Detection," IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 9, pp. 2001-2013, Sept. 2017.
[J_16] S. Li, C. Zhu, Y.B. Gao, Y.M. Zhou, F. Dufaux, M.T. Sun, "Lagrangian Multiplier Adaptation for Rate-Distortion Optimization with Inter-frame Dependency," IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 1, pp. 117-129, Jan. 2016.
[J_17] J. Cheng, H. Liu, F. Wang, H. Li, C. Zhu, "Silhouette Analysis for Human Action Recognition Based on Supervised Temporal t-SNE and Incremental Learning," IEEE Transactions on Image Processing, vol. 24, no. 10, pp. 3203 - 3217, Oct. 2015.
[J_18] M. Fu, P. Xu, X.D. Li, Q.H Liu, M. Ye, C. Zhu, "Fast Crowd Density Estimation with Convolutional Neural Networks," Engineering Applications of Artificial Intelligence, vol. 43, pp. 81-88, 2015.
[J_19] L. Dong, Y. Fang, W. Lin, C. Deng, C. Zhu, H.S. Seah, "Exploiting Entropy Masking in Perceptual Graphic Rendering," Signal Processing: Image Communication, vol. 33, pp. 1-13, April 2015.
[J_20] Y. Wang, C. Zhu, J. Zhang, Y. Jian, "Convolutional Virtual Electric Field for Image Segmentation Using Active Contours," PLoS ONE, Oct. 2014: e110032 (DOI:10.1371/journal.pone.0110032).
[J_21] J. Lei, S. Li, C. Zhu, M.-T. Sun, C. Hou, "Depth Coding Based on Depth-Texture Motion and Structure Similarities," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 2, Feb. 2015.
[J_22] J. Xiao, M. Hannuksela, T. Tillo, M. Gabbouj, C. Zhu, Y. Zhao, "Scalable Bit Allocation between Texture and Depth Views for 3D Video Streaming over Heterogeneous Networks," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 1, Jan. 2015.
[J_23] Y. Xu, C. Zhu, L. Yu, "Multipath Routing of Multiple Description Coded Images in Wireless Networks," Journal of Computer Science and Technology, vol. 29, no. 4, pp. 576-588, July 2014.
[J_24] L. Wang, H. Chen, Z. Liu, C. Zhu, "A Robust Elastic Net Approach for Feature Learning," Journal of Visual Communication and Image Representation, vol. 25, no. 2, pp. 313 – 321, Feb. 2014.
[J_25] S. Li, J. Lei, C. Zhu, L. Yu, C. Hou, "Pixel-Based Inter Prediction in Coded Texture Assisted Depth Coding," IEEE Signal Processing Letters, vol. 21, no. 1, pp. 74-78, Jan. 2014.
[J_26] Y. Xu, C. Zhu, "End-to-End Rate-Distortion Optimized Description Generation for H.264 Multiple Description Video Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 9, pp. 1523 – 1536, Sept. 2013.
[J_27] L. Qin, C. Zhu, Y. Zhao, H. Bai, H. Tian, "Generalized Gradient Vector Flow for Snakes: New Observations, Analysis and Improvement," IEEE Transactions on Circuits and Systems for Video Technology, vol. 23, no. 5, pp. 883 - 897, May 2013.
[J_28] Y. Xu, C. Zhu, "Multi-description Multipath Video Streaming in Wireless Ad Hoc Networks," Signal Processing: Image Communication, Special issue on Pervasive Mobile Multimedia, vol. 27, no. 8, pp. 836–848, Sept. 2012.
[J_29] Y. Xu, C. Zhu, W. Zeng, X. Li, "Multiple Description Coded Video Streaming in Peer-to-Peer Networks," Signal Processing: Image Communication, Special issue on Advances in 2D/3D Video Streaming over P2P, vol. 27, no. 5, pp. 412–429, May 2012.
[J_30] Y. Li, Z. Lu, C. Zhu, X. Niu, "Robust Image Hashing based on Random Gabor Filtering and Dithered Lattice Vector Quantization," IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 1963-1980, April 2012.
[J_31] M. Liu, H. Seah, C. Zhu, W. Lin, F. Tian, "Reducing Location Map In Prediction-Based Difference Expansion For Reversible Image Data Embedding," Signal Processing, vol. 92, no. 3, pp. 819-828, Mar. 2012.
[J_32] Y. Zhao, L. Yu, Z. Chen, C. Zhu, "Video Quality Assessment Based on Measuring Perceptual Noise from Spatial and Temporal Perspectives," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 12, pp. 1890 – 1902, Dec. 2011.
[J_33] Y. Zhao, C. Zhu, Z. Chen, L. Yu, "Depth No-Synthesis-Error Model for View Synthesis in 3-D Video," IEEE Transactions on Image Processing, vol. 20, no. 8, pp. 2221-2228, Aug. 2011.
[J_34] B. Xiong, X. Fan, C. Zhu, X. Jing, Q. Peng, "Face Region Based Conversational Video Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 7, pp. 917-931, July 2011.
[J_35] Y. Zhao, C. Zhu, Z. Chen, D. Tian, L. Yu, "Boundary Artifact Reduction in View Synthesis of 3D Video: From Perspective of Texture-Depth Alignment," IEEE Transactions on Broadcasting, Special Issue on 3D-TV, vol. 57, no. 2, pp. 510-522, June 2011.
[J_36] S. Wei, Y. Zhao, C. Zhu, C. Xu, Z. Zhu, "Frame Fusion for Video Copy Detection," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 1, pp. 15-28, Jan. 2011.
[J_37] Y. Zhao, Z. Chen, C. Zhu, Y.-P. Tan and L. Yu, "Binocular Just-Noticeable-Difference Model for Stereoscopic Images," IEEE Signal Processing Letter, vol. 18, no. 1, pp. 19-22, Jan. 2011.
[J_38] Y. Zhang, C. Zhu, "Adaptive Coset Partition for Distributed Video Coding," Signal Processing, vol. 90, no. 8, pp. 2480-2486, Aug. 2010.
[J_39] K. Yap, K. Wu, C. Zhu, "Knowledge Propagation in Collaborative Tagging for Image Retrieval," Journal of Signal Processing Systems, Springer, vol. 59, no. 2, pp.163-175, May 2010.
[J_40] H. Bai, Y. Zhao, C. Zhu, A. Wang, "Multiple Description Video Coding Using Joint Frame Duplication/Interpolation," Computing and Informatics, vol. 29, no. 6+, pp. 1267-1282, 2010.
[J_41] W. Xiang, C. Zhu, C. Siew, Y. Xu, and M. Liu, "Forward Error Correction-Based 2-D Layered Multiple Description Coding for Error-Resilient H.264 SVC Video Transmission," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 12, pp. 1730-1738, Dec. 2009.
[J_42] C. Lin, Y. Zhao, C. Zhu, "Two-Stage Multiple Description Image Coding Using TCQ," International Journal of Wavelets, Multiresolution and Information Processing, vol. 7, no. 5, pp. 665-673, Sept. 2009.
[J_43] C. Zhu, B. Xiong, "Transform-Exempted Calculation of Sum of Absolute Hadamard Transformed Differences," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 8, pp. 1183-1188, Aug. 2009.
[J_44] B. Xiong, C. Zhu, "Efficient Block Matching Motion Estimation Using Multi-level Intra- and Inter-Subblock Features ― Subblock-Based SATD," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 7, pp. 1039-1043, Jul. 2009.
[J_45] M. Liu, C. Zhu, "M-Description Lattice Vector Quantization: Index Assignment and Analysis," IEEE Transactions on Signal Processing, vol. 57, no. 6, pp. 2258-2274, Jun. 2009.
[J_46] C. Zhu, M. Liu, "Multiple Description Video Coding Based on Hierarchical B Pictures," IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 4, pp. 511-521, Apr. 2009.
[J_47] M. Liu, C. Zhu, "Enhancing Two-Stage Multiple Description Scalar Quantization," IEEE Signal Processing Letters, vol. 16, no. 4, pp. 253-256, Apr. 2009.
[J_48] Y. Zhang, C. Zhu, K. Yap, "A Joint Source-Channel Video Coding Scheme Based on Distributed Source Coding," IEEE Transactions on Multimedia, vol. 10, no. 8, pp. 1648-1656, Dec. 2008.
[J_49] Z. Zhang, C. Zhu, Y. Zhao, "Two-Description Image Coding with Steganography," IEEE Signal Processing Letters, vol. 15, pp. 887 – 890, 2008.
[J_50] C. Lin, Y. Zhao, C. Zhu, "Two-Stage Diversity-Based Multiple Description Image Coding," IEEE Signal Processing Letters, vol. 15, pp. 837–840, 2008.
[J_51] M. Liu, C. Zhu, "Index Assignment for 3-Description Lattice Vector Quantization Based on A2 Lattice," Signal Processing, vol. 88, no. 11, pp. 2754-2763, Nov. 2008.
[J_52] B. Xiong, C. Zhu, "A New Multiplication-Free Block Matching Criterion," IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 10, pp. 1441-1446, Oct. 2008.
[J_53] H. Bai, C. Zhu, Y. Zhao, "Optimized Multiple Description Lattice Vector Quantization for Wavelet Image Coding," IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 7, pp. 912-917, July 2007.
[J_54] X. Yang, C. Zhu, Z.G. Li, X. Lin, N. Ling, "An Unequal Packet Loss Resilience Scheme for Video over the Internet," IEEE Transactions on Multimedia, vol. 7, no. 4, pp. 753-765, Aug. 2005.
[J_55] C. Zhu, W. Qi, W. Ser, "Predictive Fine Granularity Successive Elimination for Fast Optimal Block Matching Motion Estimation," IEEE Transactions on Image Processing, vol. 14, no. 2, pp. 213-221, Feb. 2005.
[J_56] C. Zhu, X. Lin, L. Chau, L.M. Po, "Enhanced Hexagonal Search for Fast Block Motion Estimation," IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 10, pp. 1210-1214, Oct 2004.
[J_57] C. Zhu, X. Lin, L.P. Chau, H. Ang and C. Ong, "Efficient Inner Search For Faster Diamond Search," Signal Processing, vol. 84, no. 3, pp. 527-533, Mar. 2004.
[J_58] Z.G. Li, C. Zhu, N. Ling, X.K. Yang, G. Feng, S. Wu, F. Pan, "A Unified Architecture for Real Time Video Coding Systems," IEEE Transactions on Circuits and Systems for Video Technology, vol. 13, no. 6, pp. 472-487, June 2003.
[J_59] L. Chau, C. Zhu, "A fast octagon based search algorithm for motion estimation," Signal Processing, vol. 83, no. 3, pp.671-675, Mar. 2003.
[J_60] X. Jing, C. Zhu, L.P. Chau, "Smooth constrained motion estimation for video coding," Signal Processing, vol. 83, no. 3, pp.677-680, Mar. 2003.
[J_61] X.K. Yang, C. Zhu, Z. G. Li, X. Lin, G. Feng, S. Wu and N. Ling, "Unequal Loss Protection for Robust Transmission of Motion Compensated Video over the Internet," Signal Processing: Image Communication, vol. 18, no.3, pp. 157-167, Mar. 2003.
[J_62] Z.G. Li, X. Lin, C. Zhu, X.K. Yang and G. Feng, "A Congestion Control Strategy for Multipoint Videoconferencing," IEEE Transactions on Circuits and Systems for Video Technology, vol. 12, no. 11, pp. 1025-1029, Nov. 2002.
[J_63] C. Zhu, "A New Subsampling-Based Predictive Vector Quantization for Image Coding," Signal Processing: Image Communication, vol. 17, no. 6, pp. 477-484, July 2002.
[J_64] C. Zhu, X. Lin, L.P. Chau, "Hexagon-Based Search Pattern for Fast Block Motion Estimation," IEEE Transactions on Circuits and Systems for Video Technology, vol. 12, no. 5, pp. 349-355, May 2002.
[J_65] C. Zhu, L.M. Po, Y. Hua, "Optimized Feature Map Finite-State Vector Quantization for Image Coding," IEE Proceedings - Vision, Image and Signal Processing, vol.147, no.3, pp.266-270, June 2000.
[J_66] C. Zhu, Y. Hua, "Image Vector Quantization with Minimax L Distortion," IEEE Signal Processing Letters, vol.6, no.2, pp. 25-27, Feb. 1999.
[J_67] C. Zhu, L.M. Po, "Minimax Partial Distortion Competitive Learning for Optimal Codebook Design," IEEE Transactions on Image Processing, vol. 7, no. 10, pp.1400-1409, Oct. 1998.
[J_68] C. Zhu, L.M. Po, "Partial distortion sensitive competitive learning algorithm for optimal codebook design," Electronics Letters (IEE), vol.32, no.19, pp.1757-1758, Sept. 1996.
[J_69] C. Zhu, L.H. Li, T.J. Wang, Z.Y. He, "Partial-distortion-weighted fuzzy competitive learning algorithm for vector quantization," Electronics Letters (IEE), vol.30, no.6, pp.505-506, Mar. 1994.

Selected Conference Papers

[C_1] H. Guo, C. Zhu, Y. Gao, S. Song, “A Frame-Level Rate Control Scheme for Low Delay Video Coding in HEVC”, IEEE Workshop on Multimedia Signal Processing (MMSP), London, UK, Oct. 16-18. 2017.
[C_2] X. Lin, C. Zhu, Q. Zhang, Y. Liu, M. Wang, “Learning Based 3D Keypoint Detection with Local and Global Attributes in Multi-Scale Space”, IEEE Workshop on Multimedia Signal Processing (MMSP), London, UK, Oct. 16-18. 2017.
[C_3] Y. Liu, C. Zhu, M. Mao, F. Song, F. Dufaux, X. Zhang, “Analytical Distortion Aware Video Coding for Computer Based Video Analysis”, IEEE Workshop on Multimedia Signal Processing (MMSP), London, UK, Oct. 16-18. 2017.
[C_4] X. Lin, C. Zhu, Q. Zhang, Y. Liu, "Robust Corner Detector Using Altitude to Chord Ratio Accumulation", China National Conference on Multimedia, Nanjing, China, September 2017.
[C_5] H. Liu, C. Zhu, “Status-Aware Projection Metric Learning for Kinship Verification,” IEEE International Conference on Multimedia and Expo (ICME 2017), Hong Kong, China, July 10-14. 2017.
[C_6] X. Li, M. Ye, Y. Liu, C. Zhu, “Memory-based Pedestrian Detection Through Sequence Learning,” IEEE International Conference on Multimedia and Expo (ICME 2017), Hong Kong, China, July 10-14. 2017. Best Student Paper Award
[C_7] Y. Zhou, H. Wang, L. Tian, C. Zhu, “Temporal Corelation based Hierarchical Quantization Parameter Determination for HEVC Video Coding,” IEEE International Conference on Image Processing (IEEE ICIP 2017), Beijing, China, Sep. 17-20, 2017.
[C_8] Z. Wang, C. Zhu, Z. Xia, Q. Guo, Y. Liu, “Towards Thinner Convolutional Neural Networks Through Gradually Global Pruning,” IEEE International Conference on Image Processing (IEEE ICIP 2017), Beijing, China, Sep. 17-20, 2017.
[C_9] Q. Guo, C. Zhu, Z. Xia, Z. Wang, Y. Liu, “Attribute-controlled Face Photo Synthesis from Simple Line Drawing,” IEEE International Conference on Image Processing (IEEE ICIP 2017), Beijing, China, Sep. 17-20, 2017.
[C_10] F. Song, C. Zhu, Y. Liu, Y. Zhou, Y. Liu, “A New GOP Level Bit Allocation Method for HEVC Rate Control,” IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (IEEE BMSB 2017), Cagliari, Italy, Jun. 7-9, 2017.
[C_11] L. Chen, Y. Liu, C. Zhu, “Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data,” The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP 2017), New Orleans, USA, Mar. 5-9, 2017.
[C_12] Y. Gao, C. Zhu, S. Li, T. Yang, "Layer-Based Temporal Dependent Rate-Distortion Optimization in Random-Access Hierarchical Video Coding," The 18th International Workshop on Multimedia Signal Processing (MMSP 2016), Montreal, Canada, Sep. 21-23, 2016.
[C_13] X. Lin, C. Zhu, Q. Zhang, Y. Liu, "3D Interest Point Detection Based on Geometric Measures and Sparse Refinement," The 18th International Workshop on Multimedia Signal Processing (MMSP 2016), Montreal, Canada, Sep. 21-23, 2016.
[C_14] L. Xu, C. Zhu, Y. Zhou, Y. Wang, Y. Gao, "Introducing GOP-Level Quantization Parameter Offset in High Efficiency Video Coding," IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2016), Nara, Japan, Jun. 1-3 2016.
[C_15] Y. Gao, C. Zhu, S. Li, "Hierarchical Temporal Dependent Rate-Distortion Optimization for Low-Delay Coding," IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, Canada, May 22-25, 2016.
[C_16] J. Song, X. Wang, Y. Wang, C. Zhu, "Down-/Up-Sampling Based Depth Coding by Utilizing Interview Correlation," IEEE International Workshop on Multimedia Signal Processing (MMSP 2015), Xiamen, China, Oct.19-21, 2015.
[C_17] S. Ma, Y. Wang, C. Zhu, Y.B. Lin, J.B. Zheng, "Reducing Wedgelet Lookup Table Size with Down-Sampling for Depth Map Coding in 3D-HEVC," IEEE International Workshop on Multimedia Signal Processing (MMSP 2015), Xiamen, China, Oct.19-21, 2015.
[C_18] Y.H. Zhang, C. Zhu, Y.B. Lin, J.H. Zheng, and Y. Wang, "An Efficient Partition Scheme for Depth-based Block Partitioning in 3D-HEVC," 16th Pacific-Rim Conference on Multimedia (PCM 2015), Gwangju, Korea Sep. 16-19, 2015.
[C_19] J.L. Bai, C.C. Chang, C. Zhu, "A Reversible Data hiding Scheme Using Ordered Cluster-based VQ Index Tables for Complex Images," Proceedings of the 8th International Conference on Image and Graphics, Tianjin, China, Aug. 13-16,2015
[C_20] L. Yu, J. Xiao, T. Tillo, C. Zhu, "Statistical Approach for Motion Estimation Skipping (SAMEK)," IEEE International Conference on Image Processing (ICIP 2015), Quebec, Canada, Sep. 2015.
[C_21] S. Li, C. Zhu, Y. Gao, Y. Zhou, F. Dufaux, M. Sun, "Inter-Frame Dependent Rate-Distortion Optimization Using Lagrangian Multiplier Adaption," IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, Italy, Jun. 2015.
[C_22] X. Zhang, C. Zhu, "Camouflage Modeling for Moving Object Detection," IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP 2015), Chengdu, China, July 2015.
[C_23] Y. Zhang, C. Zhu, Y. Lin, J. Zheng, X. Wang, "Simplified Reference Pixel Selection for Constant Partition Value Coding in 3D-HEVC," IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP 2015), Chengdu, China, July 2015.
[C_24] X. Wang, C. Zhu, S. Li, J. Xiao and T. Tillo, "Depth Filter Design by Jointly Utilizing Spatial-Temporal Depth and Texture Information," IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2015), Ghent, Belgium, Jun. 2015.
[C_25] M. Yang, C. Zhu, X. Lan, and N. Zheng, "Parameter-Free View Synthesis Distortion Model with Application to Depth Video Coding," IEEE International Symposium on Circuits & Systems, Lisbon, Portugal, May 2015.
[C_26] X. Wang, C. Zhu, J. H. Zheng, Y. B. Lin, Y. H. Zhang, "3D-Spatial-Texture Bilateral Filter for Depth-based 3D Video," 15th Pacific-Rim Conference on Multimedia (PCM 2014), Kuching, Malaysia, Dec. 2014.
[C_27] S.Y. Ma, Y.B. Lin, C. Zhu, J.H. Zheng, L. Yu, X. Wang, "Improved Segment-wise DC Coding for HEVC Intra Prediction of Depth Maps," Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference (ASC 2014), Chiang Mai, Thailand, Dec. 2014.
[C_28] W. Hong, Y. Zhao, L. Yu, C. Zhu, "Detection Model of Luster Effect in Binocular Rivalry," 19th International Conference on Digital Signal Processing (DSP 2014), Hong Kong, August 2014.
[C_29] C. Zhu, S. Li, "Multiple Reference Views for Hole Reduction in DIBR View Synthesis," IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2014), Beijing, China, June 2014. Best Paper Award
[C_30] C. Zhu, S. Li, "A New Perspective on Hole Generation and Filling in DIBR based View Synthesis," The 9th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2013), Beijing, China, Oct. 2013. Best Paper Award
[C_31] S. Li, C. Zhu, J. Lei, "Depth-Texture Cooperative Clustering and Alignment for High Efficiency Depth Intra Coding," IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), Beijing, China, July 2013 (Invited Paper)
[C_32] L. Dong, W. Lin, C. Deng, C. Zhu, H.S. Seah, "To exploit uncertainty masking for adaptive image rendering," IEEE International Symposium on Circuits and Systems (ISCAS), Beijing, China, May 2013.
[C_33] T. Yang, C. Zhu, X. Fan, Q. Peng, "Source Distortion Temporal Propagation Model for Motion Compensated Video Coding Optimization," IEEE International Conference on Multimedia and Expo (ICME 2012), Melbourne, Australia, July 2012.
[C_34] Z. Hung, C. Zhu, G. Yang, Y. Tan, "Video Organization: Near-Duplicate Video Clustering," IEEE International Symposium on Circuits and Systems (ISCAS 2012), Seoul, Korea, May 2012.
[C_35] Y. Zhang, C. Zhu, "Multiple Description Wyner-Ziv Video Coding Based on Decoder Multi-Resolution Motion Refinement," IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Seoul, Korea, June 2012.
[C_36] L. Qin, C. Zhu, Y. Zhao, H. Bai, "Component-Normalized Generalized Gradient Vector Flow for Snakes," 2011 Pacific-Rim Conference on Multimedia (PCM 2011), Sydney, Australia, Dec. 2011.
[C_37] Z. Li, K. Yap and C. Zhu, "A Soft Relevance Method for Content-based Scene Categorization in the BoW Framework," 8th International Conference on Information, Communications and Signal Processing (ICICS 2011), Singapore, Dec. 2011.
[C_38] Y. Xu, and C. Zhu, "Multiple Description Coded Video Streaming with Multipath Transport in Wireless Ad Hoc Networks," 7th International ICST Conference on Mobile Multimedia Communications (MobiMedia 2011), Cagliari, Italy, Sept. 2011. Student Paper Award
[C_39] L. Dong, W. Lin, C. Zhu, H. S. Seah, "Selective Rendering with Graphical Saliency Model," IEEE IVMSP (Image, Video, and Multidimensional Signal Processing Technical Committee) Workshop: Perception and Visual Signal Analysis, Ithaca, New York, USA, June 2011.
[C_40] L. Dong, W. Lin, C. Zhu, H. S. Seah, "Joint Visual Attention and Rendering Complexity based Sample Rate Estimation in Selective Rendering," IEEE International Symposium on Consumer Electronics, Singapore, June 2011.
[C_41] Y. Zhang, C. Zhu, "Quantizer Design for Correlation Noise in Distributed Video Coding," IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Nuremberg, Germany, June 2011.
[C_42] Y. Zhao, Z. Chen, D. Tian, C. Zhu, L. Yu, "Suppressing Texture-Depth Misalignment for Boundary Noise Removal in View Synthesis," 28th Picture Coding Symposium (PCS 2010), Nagoya, Japan, Dec. 2010.
[C_43] Z. Li, C. Zhu, "Motion Codevector Based Search for Fast Motion Estimation," The 8th International Conference on Communications, Circuits and Systems (ICCCAS), Chengdu, China, July 2010.
[C_44] Y. Xu, C. Zhu, "Joint Multiple Description Coding and Network Coding for Wireless Image Multicast," The 5th International Conference on Image and Graphics (ICIG 2009), Xi’an, China, Sept. 2009.
[C_45] Q. Zhang, Q. Peng, J.X. Chen, C. Zhu, "Video Transmission Channel Distortion Estimation Model for H.264/AVC Based on Channel Simulation," The 3rd International Conference on Multimedia and Ubiquitous Engineering, Qingdao, China, June 2009.
[C_46] H. Bai, Y. Zhao, C. Zhu, "Priority Encoding Transmission Based Multiple Description Video Coding over Packet Loss Network," IEEE Data Compression Conference (DCC 2008), Snowbird, UT, USA, March 2008.
[C_47] D. Fernandes, C. Zhu, "Overlapped Block Motion Compensation Using Modified Sigmoid Window," International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP'07), Kaoshiung, Taiwan, Nov. 2007.
[C_48] Y. Zhang, C. Zhu, "Full Search of Side-Information in Distributed Video Coding," The 4th International Conference on Image and Graphics (ICIG 2007), Chengdu, China, Aug. 2007.
[C_49] M. Liu, C. Zhu, "Multiple Description Video Coding Using Hierarchical B Pictures," IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, July 2007.
[C_50] H. Bai, Y. Zhao, C. Zhu, "Multiple Description Video Coding Using Adaptive Temporal Sub-sampling," IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, July 2007.
[C_51] H. Bai, Y. Zhao, C. Zhu, "Multiple Description Shifted Lattice Vector Quantization for Progressive Wavelet Image Coding," International Conference on Image Processing (ICIP 2006), Atlanta, USA, Oct. 2006.
[C_52] Y. Zhang, C. Zhu, "Distributed Video Coding Based On Adaptive Binning," IEEE International Symposium on Circuits and Systems (ISCAS 2006), Kos, Greece, May 2006.
[C_53] M.L. Liu, C. Zhu, X.L. Wu, "Index assignment Design for Three-Description Lattice Vector Quantization," IEEE International Symposium on Circuits and Systems (ISCAS 2006), Kos, Greece, May 2006.
[C_54] H. Bai, Y. Zhao, C. Zhu, "Optimized Multiple Description Image Coding Using Lattice Vector Quantization," IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.
[C_55] L. Zhang, A. Makur, C. Zhu, "Design of 2-channel linear phase filter bank: A lifting approach," IEEE International Symposium on Circuits and Systems (ISCAS 2005), Kobe, Japan, May 23-26, 2005.
[C_56] C. Zhu, Y. Gao, L.P. Chau, "Reducing Drift for FGS Coding Based on Multiframe Motion Compensation," IEEE International conference on Acoustics, Speech & Signal Processing (ICASSP 2004), Montreal, Canada, May 17-21, 2004.
[C_57] C. Zhu, W. Qi, W. Ser, "A New Successive Elimination Algorithm For Fast Block Matching In Motion Estimation," IEEE International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.
[C_58] F. Pan, X. Lin, S. Rahardja, K. Lim, Z.G. Li, D. Wu, S. Wu, C. Zhu, W. Ye, Z. Liang, "Fast Intra Mode Decision Algorithm for H.264/AVC Video Coding," IEEE International Conference on Image Processing (ICIP 2004), Singapore, Oct. 2004.
[C_59] C. Zhu, X. Lin, L.P. Chau, "An Enhanced Hexagonal Search Algorithm for Block Motion Estimation," IEEE International Symposium on Circuits and Systems (ISCAS 2003), Bangkok, Thailand, May 25-28, 2003.
[C_60] X.K. Yang, C. Zhu, Z.G. Li, X. Lin, N. Ling, "Unequal Packet Loss Resilience For MPEG-4 Video Over The Internet," IEEE International Symposium on Circuits and Systems (ISCAS 2003), Bangkok, Thailand, May 25-28, 2003.
[C_61] X. Jing, C. Zhu, L.P. Chau, "Smooth Constrained Block Matching Criterion For Motion Estimation," IEEE International conference on Acoustics, Speech & Signal Processing (ICASSP 2003), Hong Kong, April 2003.
[C_62] C. Zhu, X. Lin, L.-P. Chau, "An Optimized Diamond Search Algorithm for Block Motion Estimation," IEEE International Symposium on Circuits and Systems (ISCAS 2002), Arizona, USA, May 2002.
[C_63] Z.G. Li, X. Lin, C. Zhu, F. Pan, "A Novel Rate Control Scheme for Video over the Internet," IEEE International conference on Acoustics, Speech & Signal Processing (ICASSP 2002), Orlando, Florida, USA, May 2002.
[C_64] Z.G Li., C. Zhu, F. Pan, X.K. Yang, G. Feng, S. Wu and N. Ling, "A router based unequal error control scheme for video over the Internet," IEEE International Conference on Image Processing (ICIP 2002), USA, Sept. 2002.
[C_65] X. Yang, C. Zhu, Z.G. Li, G. Feng, S. Wu and N. Ling, "Unequal Error Protection for Motion Compensated Video Streaming over the Internet," IEEE International Conference on Image Processing (ICIP 2002), USA, Sept. 2002.
[C_66] X.K. Yang, C. Zhu, Z.G. Li, G. Feng, S. Wu and N. Ling, "A Degressive Error Protection Algorithm for MPEG-4 FGS Video Streaming," IEEE International Conference on Image Processing (ICIP 2002), USA, Sept. 2002.
[C_67] Z.G. Li, N. Ling, C. Zhu, X.K. Yang, G. Feng, S. Wu and F. Pan, "Adaptive unequal error control for video over the Internet," IEEE International Conference on Multimedia and Expo (ICME 2002), Switzerland, August 2002.
[C_68] D. Wu, K.P. Lim, R. Yu, F. Pan, C. Zhu, "Wireless Video Communication on Embedded System," 6th International Conference on Signal Processing (ICSP’02), Beijing, China, August 2002.
[C_69] Z.G. Li, C. Zhu, et al., "A Novel Joint Rate Control Scheme for the Coding of Multiple Real Time Video Programs," Fourth International Workshop on Multimedia Network Systems and Applications (MNSA'2002), Austria, July 2002.
[C_70] X. Yang, N. Ling, C. Zhu, Z. Li, "An MPEG-4 FGS-Based Statistical Multiplexer," Third International Workshop on Digital and Computational Video (DCV), pp. 143-150, USA, Nov. 2002.
[C_71] Z.G. Li, C. Zhu, X.K. Yang, G. Feng and S. Wu, "An architecture for real time fine granularity scalability scheme," Invited Paper for The 3rd International Conference on Information, Communications & Signal Processing, Singapore, Oct. 2001.
[C_72] C. Zhu, X. Lin, L.P. Chau, K.P. Lim, H. Ang, C.Y. Ong, "A novel hexagon-based search algorithm for fast block motion estimation," IEEE International conference on Acoustics, Speech & Signal Processing (ICASSP 2001), Salt Lake City, Utah, U.S.A., May 2001.
[C_73] S. Yao, C. Zhu, "Design of Signal-Adapted Wavelet Filter Bank Using Evolutionary Programming," 1st International Conference on Image and Graphics (ICIG), Tianjin, China, pp. 194-197, Aug. 2000.
[C_74] C. Zhu, "A Comparative Study on Partial Distortion Based Competitive Learning Algorithms for Optimal Codebook Design," International Conference on Signal Processing Applications & Technology (ICSPAT), Orlando, USA, Nov. 1999.
[C_75] C. Zhu, Y. Hua, "Vector Quantization with Minimax Distortion for Image Coding," IEEE International Conference on Image Processing (ICIP), Kobe, Japan, Oct. 1999.
[C_76] C. Zhu, and Y. Hua, "Optimized feature map finite state vector quantization for image coding," Second Australian Workshop on Signal Processing Applications, Brisbane, Australia, Dec. 1997.
[C_77] C. Zhu, J. Wang, T. Wang, "Analysis of Learning Vector Quantization algorithms for pattern classification," IEEE International conference on Acoustics, Speech & Signal Processing (ICASSP), U.S.A., May 1995.
[C_78] C. Zhu, L. Xu, "Gaussian mixture and the EM algorithm for vector quantization of images," International Conference on Neural Information Processing (ICONIP), Beijing, Nov. 1995.
[C_79] J. Wang, C. Zhu, C. Wu, Z.Y. He, "Neural network approaches to fast and low rate vector quantization," International Symposium on Circuit and System (ISCAS), Seattle, Washington, U.S.A., May 1995.
[C_80] C. Zhu, L.H. Li, Z.Y. He, J. Wang, "A new competitive learning algorithm for vector quantization," IEEE International conference on Acoustics, Speech and Signal Processing (ICASSP), Australia, Apr. 1994.
[C_81] C. Guan, C. Zhu, Y. Chen, Z.Y. He, "Performance comparison of several speech recognition methods," International Symposium on Speech, Image Processing & Neural Networks, Hong Kong, April 1994.