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研究领域

1. 智能视频分析与监控 2. 图像编码与通信 3. 模式识别与机器学习

近期论文

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1. Z. Lu, H. Y. Zha, X. K. Yang, W. Y. Lin, Z. H. Zheng. A New Algorithm for Inferring User Search Goals with Feedback Sessions. IEEE Transactions on Knowledge and Data Engineering. 2013, 25(3): 502-513. 2. G. T. Zhai, X. K. Yang. Image Reconstruction from Random Samples with Multiscale Hybrid Parametric and Nonparametric Modeling. IEEE Transactions on Circuits System for Video Technology, 2012, 22(11): 1554-1563. 3. K. Guo, X. K. Yang, H. Y. Zha, W. Y. Lin, S. Y. Yu. Multi-scale Semi-local Interpolation with Anti-aliasing. IEEE Transactions on Image Processing. 2012, 21(2): 615-625. 4. G. T. Zhai, X. L. Wu, X. K. Yang, W. S. Lin. A Psychovisual Quality Metric in Free Energy Principle. IEEE Transactions on Image Processing, 2012, 21(1):41-52. 5. J. Huang, X. K. Yang, R. Zhang, W. Y. Lin and X. Z. Fang, “Integrating visual saliency and consistency for re-ranking image search results,” IEEE Transaction on Multimedia, 13(4): 653-661, 2011. 6. Z. W. Wang, E. Kuruoglu, X. K. Yang, Y. Xu, Thomas S. Huang, "Time Varying Dynamic Bayesian Network for Non-Stationary Events Modeling and Online Inference," IEEE Transactions on Signal Processing, 59(4): 1553-1568, Apr. 2011. 7. X. L. Wu, G. T. Zhai, X. K. Yang and W. J. Zhang, Adaptive Sequential Prediction of Multidimensional Signals with Applications to Lossless Image Coding, IEEE Transactions on Image Processing, 20(1): 36-42, 2011. 8. G. T. Zhai, X. K. Yang, W. S. Lin, W. J. Zhang. Bayesian Error Concealment with DCT Pyramid for Images. IEEE Transactions on Circuits and Systems for Video Technology, 2010, 20(9): 1224 - 1232. 9. F. Zhang, X. Wu, X. K. Yang and W. J. Zhang, “Robust Color Demosaicking with Adaptation to Varying Spectral Correlations”, IEEE Transactions on Image Processing, 18(12): 2706-2717, December 2009. 10. Q. Chen, X. K. Yang, L. Song and W. J. Zhang, “Robust Video Region-of-interest Coding Based on Leaky Prediction,” IEEE Transactions on Circuits and Systems for Video Technology, 19(9):1389-1394, 2009. 11. G. T. Zhai, J. F. Cai, W. S. Lin, X. K. Yang and W. J. Zhang, “Cross-dimensional Perceptual Quality Assessment for Low Bitrate Videos”, IEEE Transactions on Multimedia, 10(7):1316-1324, Nov. 2008. 12. G. T. Zhai, J. F. Cai, W. S. Lin, X. K. Yang and W. J. Zhang, “Three Dimensional Scalable Video Adaptation via User-end Perceptual Quality Assessment”, IEEE Transactions on Broadcasting, 54(3): 719-727, Sept. 2008. 13. G. T. Zhai, W. J. Zhang, X. K. Yang and Y. Xu, “Efficient deblocking with coefficient regularization, shape adaptive filtering and quantization constraint”, IEEE Transactions on Multimedia, 10(5):735-745, August 2008. 14. W. Zhang, Q. M. J. Wu, X. K. Yang and X. Z. Fang, "Multilevel framework to detect and handle vehicle occlusion," IEEE Transactions on Intelligent Transportation Systems, 9(1): 161-174, March 2008. 15. G. T. Zhai, W. J. Zhang, X. K. Yang, W. S. Lin and Y. Xu, “Efficient Image Deblocking Based on Postfiltering in Shifted Windows,” IEEE Transactions on Circuits and Systems for Video Technology, pp. 122-126, Vol.18, No.1, 2008. 16. H. B. Yin, X. Z. Fang, W. Zhang, and X. K. Yang, “An Improved Motion-Compensated 3-D LLMMSE Filter with Spatiotemporally Adaptive Filtering Support,” IEEE Transactions on Circuits and Systems for Video Technology, Vol.17, No.12, pp.1714-1727, Dec. 2007. 17. W. Zhang, X. Z. Fang, and X. K. Yang, “Moving cast shadows detection using ratio edge,” IEEE Transactions on Multimedia, Vol. 9, No. 6, pp. 1202-1214, Oct. 2007. 18. T. J. Qian, J. Sun, D. Li, X. K. Yang and J. Wang, “Transform Domain Transcoding from MPEG-2 to H.264 with Interpolation Drift-Error Compensation,” IEEE Transactions on Circuits and Systems for Video Technology, pp.523-534, Vol.15, No.4, April 2006. 19. X. K. Yang, C. Zhu, Z. G. Li, X. Lin and N. Ling, “An Unequal Packet Loss Resilience Scheme for Video over the Internet,” IEEE Transactions on Multimedia, Vol.7, No. 4, pp. 753-765, August 2005. 20. X. K. Yang, W. S. Lin, Z. K. Lu, E. P. Ong and S. S. Yao, “Motion-compensated Residue Pre-processing in Video Coding based on Just-noticeable-distortion Profile,” IEEE Transactions on Circuits and Systems for Video Technology, Vol.15, No.6, pp.742-752, June 2005.

学术兼职

Associate Editor, IEEE Signal Processing, 2012-

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