Journal Articles


  • Wenrui Dai, Yangmei Shen, Xin Tang, J. Zou, Hongkai Xiong, and C. W. Chen, "Sparse Representation with Spatio-Temporal Online Dictionary Learning for Efficient Video Coding", accepted by IEEE Transactions on Image Processing (TIP), 2016.
  • Wenrui Dai, Hongkai Xiong, J. Wang, S. Cheng, and Y. F. Zheng, "Generalized Context Modeling with Multi-Directional Structuring and MDL-based Model Selection for Heterogeneous Data Compression", IEEE Transactions on Signal Processing (TSP), vol. 63, no. 21, pp. 5650-5664, Nov. 2015. [PDF] [Bibtex] [IEEE Xplore]
  • Wenrui Dai, Hongkai Xiong, J. Wang, and Y. F. Zheng, "Large Discriminative Structured Set Prediction Modeling With Max-Margin Markov Network for Lossless Image Coding", IEEE Transactions on Image Processing (TIP), vol. 23, no. 2, pp. 541-554, Feb. 2014. [PDF] [Bibtex] [IEEE Xplore]
  • Wenrui Dai, Hongkai Xiong, X. Jiang, and C. W. Chen, "Structured Set Intra Prediction with Discriminative Learning in Max-Margin Markov Network for High Efficiency Video Coding", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 23, no. 11, pp. 1941-1956, Nov. 2013. [PDF] [Bibtex] [IEEE Xplore]
  • Hongkai Xiong, Zhiming Pan, Xinwei Ye, and C. W. Chen, "Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionary Learning for Low Bit-Rate Video Coding", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 23, no. 4, pp. 710-728, April 2013. [PDF] [Bibtex]
  • Hongkai Xiong, Lingchen Zhu, Nannan Ma, and Y. F. Zheng, "Scalable Video Compression Framework with Adaptive Orientational Multiresolution Transform and Nonuniform Directional Filterbank Design", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 8, pp. 1085-1099, Aug. 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Hongkai Xiong, Yang Xu, Y. F. Zheng, and C. W. Chen, "Priority Belief Propagation based Inpainting Prediction with Tensor Voting Projected Structure in Video Compression", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 8, pp. 1115-1129, Aug. 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Yongsheng Zhang, Hongkai Xiong, Z. He, S. Yu, and C. W. Chen, "Reconstruction for Distributed Video Coding: A Context-Adaptive Markov Random Field Approach", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 8, pp. 1100-1114, Aug. 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Yongsheng Zhang, Hongkai Xiong, Z. He, S. Yu, and C. W. Chen, "An Error Resilient Video Coding based on Wyner-Ziv Theorem with Decoder Side Non-Stationary Distortion Modeling", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 21, no. 4, pp. 498-512, Apr. 2011. [PDF] [Bibtex] [IEEE Xplore]

 

Conference Papers


  • Xing Gao, and Hongkai Xiong, "A Hybrid Wavelet Convolution Network with Sparse-coding for Image Super-resolution", accepted by IEEE International Conference on Image Processing (ICIP'16), Phoenix, USA, Sept 2016.
  • Yuehan Xiong, Can Xu, and Hongkai Xiong, "Kernelized Learning in Deep Scattering Convolution Network", accepted by IEEE International Conference on Multimedia and Expo (ICME'16), Seattle, USA, July 2016. [PDF] [Bibtex]
  • Yong Li, Wenrui Dai, and Hongkai Xiong, "Compressive Tensor Sampling with Structured Sparsity", IEEE Data Compression Conference (DCC'16), Snowbird, Utah, USA, March 2016. [PDF] [Bibtex]
  • Can Xu, and Hongkai Xiong, "Revertible Deep Convolutional Networks with Iterated Directional Filter Bank", accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'16), Shanghai, March 2016. [PDF] [Poster]
  • Yangmei Shen, Wenrui Dai, and Hongkai Xiong, "Adaptive Submodular Dictionary Selection for Sparse Representation Modeling with Application to Image Super-Resolution", in IEEE Data Compression Conference (DCC'15), Snowbird, Utah, USA, Apr. 7-9, 2015. [PDF] [Poster] [Bibtex] [IEEE Xplore]
  • Yong Li, Wenrui Dai, and Hongkai Xiong, "Subspace Learning with Structured Sparsity for Compressive Video Sampling", in IEEE Data Compression Conference (DCC'15), Snowbird, Utah, USA, Apr. 7-9, 2015. [PDF] [Bibtex]
  • Xin Tang, Wenrui Dai, and Hongkai Xiong, "Progressive Dictionary Learning with Hierarchical Structure for Scalable Video Coding", in IEEE Data Compression Conference (DCC'15), Snowbird, Utah, USA, Apr. 7-9, 2015. [PDF] [Bibtex]
  • Wenrui Dai, and Hongkai Xiong, "Bi-Directional Context Modeling with Combinatorial Structuring for Genome Sequence Compression", in IEEE Data Compression Conference (DCC'15), Snowbird, Utah, USA, Apr. 7-9, 2015. [PDF] [Bibtex] [IEEE Xplore]
  • J. Wu, Wenrui Dai, and Hongkai Xiong, "Regional Context Model and Dynamic Huffman Binarization for Adaptive Entropy Coding of Multimedia", in IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB'14), Beijing, China, June 2014. [PDF] [Bibtex]
  • Xin Tang, Hongkai Xiong, and X. Jiang, "Multiscale Online Dictionary Learning with Hierarchical Sparsity for Scalable Video Coding", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014. [PDF] [Bibtex]
  • Wenrui Dai, and Hongkai Xiong, "Gaussian Process Regression Based Prediction for Lossless Image Coding", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014. [PDF] [Bibtex] [IEEE Xplore]
  • Pinghao Li, Hongkai Xiong, H. Arguello, and G. R. Arce, "Embedded Transform Coding based Lossless Compression in Compressive Spectral Imaging with Coded Aperture", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014. [PDF] [Bibtex]
  • Xiaopeng Zhang, and Hongkai Xiong, "Multiscale Edge Coding and Adaptive Lifting for Depth Maps Coding in 3-D Video", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014. [PDF] [Bibtex]
  • Yong Li, and Hongkai Xiong, "Union of Data-driven Subspaces via Subspace Clustering for Compressive Video Sampling", in IEEE Data Compression Conference (DCC'14), Snowbird, Utah, USA, Mar. 26-28, 2014. [PDF] [Bibtex]
  • Hao Wang, Xiaopeng Zhang, and Hongkai Xiong, "Spatio-Temporal Coherence for 3-D View Synthesis with Curve-Based Disparity Warping", in IEEE Visual Communications and Image Processing (VCIP'14), Valletta, Malta, Dec. 2014. [PDF] [Bibtex]
  • Yong Li, Hongkai Xiong, and Xinwei Ye, "Compressive Video Sampling from A Union of Data-Driven Subspaces", in Visual Communications and Image Processing (VCIP'13), Kuching, Malaysia, Nov. 2013. [PDF] [Bibtex]
  • Xiaopeng Zhang, and Hongkai Xiong, "A Scalable Depth Coding with Arc Breakpoints based Synthesis in 3-D Video", in IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB'13), London, UK, June 2013. [PDF] [Bibtex]
  • Xiaopeng Zhang, and Hongkai Xiong, "Illumination Compensation via Low Rank Matrix Completion for Multiview Video Coding", in IEEE International Conference on Image Processing (ICIP'13), Melbourne, Australia, Sept. 2013. [PDF] [Bibtex]
  • Wenrui Dai, Hongkai Xiong, and X. Jiang, "An Adaptive Difference Distribution-based Coding with Hierarchical Tree Structure for DNA Sequence Compression", in IEEE Data Compression Conference (DCC'13), Snowbird, Utah, USA, Mar. 20-22, 2013. [PDF] [Bibtex] [IEEE Xplore]
  • Xin Tang, and Hongkai Xiong, "STOL: Spatio-Temporal Online Dictionary Learning for low bit-rate video coding", in IEEE Data Compression Conference (DCC'13), Snowbird, Utah, USA, Mar. 20-22, 2013. [PDF] [Bibtex] [IEEE Xplore]
  • Wenrui Dai, and Hongkai Xiong, "Discriminative Structured Set Prediction Modeling with Max-Margin Markov Network for Optimal Lossless Image Coding", in Visual Communications and Image Processing (VCIP'12), San Diego, USA, Nov. 2012. [PDF] [Bibtex] [IEEE Xplore]
  • Wenrui Dai, and Hongkai Xiong, "Optimal Intra Coding of HEVC by Structured Set Prediction Mode with Discriminative Learning", in Visual Communications and Image Processing (VCIP'12), San Diego, USA, Nov. 2012. [PDF] [Bibtex] [IEEE Xplore]
  • Zhiming Pan, and Hongkai Xiong, "Sparse Spatio-Temporal Representation with Adaptive Regularized Dictionaries for Super-Resolution based Video Coding", IEEE Data Compression Conference (DCC'12), Snowbird, Utah, USA, Apr. 2012. [PDF] [Bibtex] [IEEE Xplore]
  • Xinwei Ye, and Hongkai Xiong, "Optimal Spatio-Temporal Projections with Holo-Kronecker Compressive Sensing of Video Acquisition," in IEEE Data Compression Conference (DCC'12), Snowbird, Utah, USA, Apr. 2012. [PDF] [Bibtex] [IEEE Xplore]
  • Yongsheng Zhang, Hongkai Xiong, and C. W. Chen, "A Novel Slepian-Wolf Decoding Algorithm Exploiting Geometric Regularity Constraints with Anisotropic MRF Modeling", in IEEE International Symposium on Circuits & Systems (ISCAS'12), Seoul, Korea, May 2012. [PDF] [Bibtex] [IEEE Xplore]
  • Jingtao Chen, and Hongkai Xiong, "Super-Resolution Reconstruction with Prior Manifold on Primitive Patches for Video Compression", IEEE International Workshop on Multimedia Signal Processing (MMSP'11), Hangzhou, China, Oct. 2011. Top 10% Paper Award. [PDF] [Bibtex] [IEEE Xplore]
  • Yongsheng Zhang, Hongkai Xiong, Hao Wang, and C. W. Chen, "Conditional Random Field based Side-Information Fusion for Distributed Multi-view Video Coding," Visual Communications and Image Processing (VCIP'11), Taiwan, China, Nov. 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Wenrui Dai, and Hongkai Xiong, "Bitwise Structured Prediction Model for Lossless Image Coding", IEEE Data Compression Conference (DCC'11), Snowbird, Utah, USA, Mar. 29-31, 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Lingchen Zhu, and Hongkai Xiong, "Iterative Thresholding-based Sparse Directional Representation for Efficient Low Bit-Rate Embedded Video Coding", IEEE Data Compression Conference (DCC'11), Snowbird, Utah, USA, Mar. 29-31, 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Yang Xu, Hongkai Xiong, and Y. F. Zheng, "Inferring BP Priority Order Using 5D Tensor Voting for Inpainting-based Macroblock Prediction", IEEE Data Compression Conference (DCC'11), Snowbird, Utah, USA, Mar. 29-31, 2011. [PDF] [Bibtex] [IEEE Xplore]
  • Hongkai Xiong, Zhe Yuan, and Y. F. Zheng, "A Learning-Based Video Compression on Low-Quality Data by Unscented Kalman Filters with Gaussian Process Regression", IEEE International Symposium on Circuits & Systems (ISCAS'11), Brazil, May 2011. [PDF] [Bibtex] [IEEE Xplore]

 

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