Portrait of Yan Lu

Yan Lu

Senior Researcher/ Research Manager

About

Yan Lu is a Senior Researcher at Media Computing Group, Microsoft Research Asia. He joined MSR Asia in 2004, starting from the core technology research on video coding, video streaming and graphics compression. In recent years, he has been leading a team to develop the end-to-end systems around screen and video coding, multimedia communications, networking, remote computing, virtualization, user interface and hardware. He and the team have transferred a number of key technologies to Microsoft products, including Windows, Windows Server, Xbox, Office Live Meeting, and Expression Suite.

Yan Lu was a visitor and a team lead in the JDL Lab, Institute of Computing Technology, China, from 2001 to 2004. He worked on video coding technologies such as optimized visual tools for MPEG-4, rate and error control for H.264/AVC, and multi-view video coding. He also led a team to develop the key technologies for China AVS standard. He was one of the key technical contributors and editors of the first version AVS Video Standard. From 1999 to 2000, he was also with the City University of Hong Kong as a research assistant, working on near CD quality audio compression.

Yan Lu has authored/co-authored 70+ journal and conference papers. He is the inventor of 20+ granted US patents (mainly based on the work in MSR), and the inventor of 19 granted Chinese patents (mainly based on the work developed for China AVS). He received the Chinese National Technology Invention Award (second class) in 2007. He also won the IS&T/SPIE VCIP Best Paper Award in 2007.
Yan Lu received his Ph.D. degree in computer science from Harbin Institute of Technology, Harbin, China, in 2003.

Other

Journal Papers

Journal Papers

  1. Yan Lu, Shipeng Li, Huifeng Shen, “Virtualized screen: A third element for cloud-mobile convergence,” IEEE Multimedia, Vol. 18, No. 2, pp. 4-11, April 2011. (also highlight and list among the Most Read in Computing Now)
  2. Hanjie Wang*, Jingjing Fu, Yan Lu, Xilin Chen, Shipeng Li, “Depth sensor assisted real-time gesture recognition for interactive presentation,” Journal of Visual Communication and Image Representation, 2013 (Accepted).
  3. Zhaotai Pan*, Huifeng Shen, Yan Lu, Shipeng Li, Nenghai Yu, “A low-complexity screen compression scheme for interactive screen sharing,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 23, No. 6, pp. 949-960, Jun. 2013.
  4. Jingjing Fu, Dan Miao*, Weiren Yu*, Shiqi Wang*, Yan Lu, Shipeng Li, “Kinect-like depth data compression,” IEEE Trans. on Multimedia, Vol. 15, No. 6, pp. 1340-1352, Oct. 2013.
  5. Wen Sun*, Yan Lu, Feng Wu, Shipeng Li, John Tardif, “High dynamic range texture compression for rendering systems of different capability,” IEEE Trans. on Visualization and Computer Graphics, Vol. 16, No. 1, pp. 57-69, Feb. 2010.
  6. Li Su*, Yan Lu, Feng Wu, Shipeng Li, Wen Gao, “Complexity-constrained H.264 video encoding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 19, No. 4, pp. 477-490, April 2009.
  7. Xun Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Wyner-Ziv-based multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 6, pp. 713-724, June 2008.
  8. Nan Zhang*, Yan Lu, Feng Wu, Xiaolin Wu, Baocai Yin, “Efficient multiple-description image coding using directional lifting-based transform,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 5, pp. 646-656, May 2008.
  9. Mei Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Wyner-Ziv switching scheme for multiple bit-rate video streaming,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 5, pp. 569-581, May 2008.
  10. Xiangyang Ji, Debin Zhao, Feng Wu, Yang Lu, Wen Gao, “B-picture coding in AVS video compression standard,” Signal Processing: Image Communication, Vol. 23, pp. 31-41, Jan. 2008.
  11. Yuan Zhang, Wen Gao, Yan Lu, Qingming Huang, Debin Zhao, “Joint source-channel rate-distortion optimization for H.264 video coding over error-prone networks” IEEE Trans. on Multimedia, Vol. 9, No. 3, pp. 445-454, April 2007.
  12. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, “Inter-view direct mode in multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 16, No. 12, pp. 1527-1532, Dec. 2006.
  13. Wenxian Yang*, Yan Lu, Feng Wu, Jianfei Cai, King Ngi Ngan, Shipeng Li, “4D wavelet-based multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 16, No. 11, pp. 1385-1396, Nov. 2006.
  14. Siwei Ma, Wen Gao, Yan Lu, “Rate-Distortion Analysis for H.264/AVC Video Coding and Its Application to Rate Control,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 15, No. 12, pp. 1533-1544, Dec. 2005.
  15. Yan Lu, Wen Gao, Feng Wu, “Efficient background video coding with static sprite generation and arbitrary-shape spatial prediction techniques,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 13, No. 5, pp. 394-405, May 2003.

Conference Papers

Conference Papers

  1. Tao Zhang*, Xun Guo, Yan Lu, Shipeng Li, Siwei Ma, Debin Zhao, “Arbitrary-sized motion detection in screen video coding,” IEEE ICIP 2013.
  2. Dan Miao*, Jingjing Fu, Yan Lu, Shipeng Li, Changwen Chen, “Layered coding based on video codec for screen video,” IEEE ICME 2013.
  3. Zhanghui Chen*, Huifeng Shen, Yan Lu*, Shipeng Li, “Effective hand segmentation and gesture recognition for browsing webpages on a large screen,” ICME 2013.
  4. Chao Pang*, Oscar C. Au, Jingjing Fu, Yan Lu, Shipeng Li, “Rate-distortion optimized block classification and bit allocation in screen video compression,” IEEE International Symposium on Circuits and Systems, ISCAS 2013, Beijing, China, May, 2013.
  5. Zhaotai Pan*, Huifeng Shen, Yan Lu, Nenghai Yu, and Shipeng Li, “A low-complexity screen compression scheme,” IEEE Visual Communications and Image Processing, VCIP 2012, San Diego, USA, Dec. 2012.
  6. Dan Miao*, Jingjing Fu, Yan Lu, Shipeng Li, and Chang Wen Chen, “Layered compression for high dynamic range depth,“ IEEE Visual Communications and Image Processing, VCIP 2012, San Diego, USA, Dec. 2012.
  7. Jingjing Fu, Dan Miao*, Weiren Yu*, Shiqi Wang*, Yan Lu, Shipeng Li, “Kinect-like depth compression with 2D+T prediction,” IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2012), pp. 599-604, Melbourne, Australia, July 2012.
  8. Zhaotai Pan*, Huifeng Shen, Yan Lu and Shipeng Li, “A low-latency transmission scheme for interactive screen sharing,” IEEE International Symposium on Circuits and Systems, ISCAS 2012, pp. 1107-1110, Seoul, Korea, May, 2012.
  9. Shiqi Wang*, Jingjing Fu, Yan Lu, Shipeng Li, Wen Gao, “Content-aware layered compound video compression Kinect-like dept­h denoising,” IEEE International Symposium on Circuits and Systems, ISCAS 2012, pp. 145-148, Seoul, Korea, May, 2012.
  10. Jingjing Fu, Shiqi Wang*, Yan Lu, Shipeng Li, Wenjun Zeng, “Kinect-like dept­h denoising,” IEEE International Symposium on Circuits and Systems, ISCAS 2012, pp. 512-515, Seoul, Korea, May, 2012.
  11. Dan Miao*, Jingjing Fu, Yan Lu, Shipeng Li, Chang Wen Chen, “Texture-assisted Kinect depth inpainting,” IEEE International Symposium on Circuits and Systems, ISCAS 2012, pp. 604-607, Seoul, Korea, May, 2012.
  12. Zhaotai Pan*, Huifeng Shen, Yan Lu and Shipeng Li, “Browser-friendly hybrid codec for compound image compression,” IEEE International Symposium on Circuits and Systems, ISCAS 2011, pp. 101-104, Rio de Janeiro, Brazil, May, 2011.
  13. Huifeng Shen*, Yan Lu, Feng Wu, Shipeng Li, “Low-cost real-time screen sharing to multiple clients,” IEEE ICME 2010, Singapore, July 2010.
  14. Wen Sun*, Yan Lu, Shipeng Li, “ReDi: An Interactive Virtual Display System for Ubiquitous Devices,” ACM Multimedia, Italy, Oct. 2010.
  15. Huifeng Shen*, Zhaotai Pan*, Haicheng Sun, Yan Lu, Shipeng Li, “A proxy-based mobile web browser,” ACM Multimedia, Italy, Oct. 2010.

Publications

Publications

2010

  1. Wen Sun*, Yan Lu, Feng Wu, Shipeng Li, John Tardif, “High dynamic range texture compression for rendering systems of different capability,” IEEE Trans. on Visualization and Computer Graphics, Vol. 16, No. 1, pp. 57-69, Feb. 2010.
  2. Wen Sun*, Yan Lu, Shipeng Li, “ReDi: An Interactive Virtual Display System for Ubiquitous Devices,” ACM Multimedia, Italy, Oct. 2010.
  3. Huifeng Shen*, Zhaotai Pan*, Haicheng Sun, Yan Lu, Shipeng Li, “’A proxy-based mobile browser with rich,” ACM Multimedia, Italy, Oct. 2010.
  4. Huifeng Shen*, Yan Lu, Feng Wu, Shipeng Li, “Low-cost real-time screen sharing to multiple clients,” IEEE ICME 2010, Singapore, July 2010.

2009

  1. Li Su*, Yan Lu, Feng Wu, Shipeng Li, Wen Gao, “Complexity-constrained H.264 video encoding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 19, No. 4, pp. 477-490, April 2009.
  2. Wen Sun*, Yan Lu, Feng Wu, Shipeng Li, “Level embedded medical image compression based on value of interest,” IEEE ICIP 2009, Cairo, Egypt, Nov. 2009.
  3. Wen Sun*, Yan Lu, Feng Wu, Shipeng Li, “Real-time screen image scaling and its GPU acceleration,” IEEE ICIP 2009, Cairo, Egypt, Nov. 2009.
  4. Huifeng Shen*, Yan Lu, Feng Wu, Shipeng Li, “A High-performance remote computing platform,” IEEE PerWare 2009 in conjunction with IEEE PerCom 2009, Galveston, Texas, USA, Mar. 2009.

2008

  1. Xun Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Wyner-Ziv-based multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 6, pp. 713-724, June 2008.
  2. Nan Zhang*, Yan Lu, Feng Wu, Xiaolin Wu, Baocai Yin, “Efficient multiple-description image coding using directional lifting-based transform,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 5, pp. 646-656, May 2008.
  3. Mei Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Wyner-Ziv switching scheme for multiple bit-rate video streaming,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 18, No. 5, pp. 569-581, May 2008.
  4. Xiangyang Ji, Debin Zhao, Feng Wu, Yang Lu, Wen Gao, “B-picture coding in AVS video compression standard,” Signal Processing: Image Communication, Vol. 23, pp. 31-41, Jan. 2008.
  5. Wen Sun*, Yan Lu, Feng Wu, Shipeng Li, “DHTC: an effective DXTC-based high dynamic range texture compression scheme,” SIGGRAPH/EUROGRAPHICS Symposium on Graphics Hardware, Sarajevo, Bosnia-Herzegovina, Jun. 2008.
  6. Mei Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Scalable Wyner-Ziv video coding with adaptive bit-plane representation,” SPIE Visual Communications and Image Processing, VCIP 2008 (6822-88), San Jose, CA, USA, Jan. 2008. (invited paper)

2007

  1. Yuan Zhang, Wen Gao, Yan Lu, Qingming Huang, Debin Zhao, “Joint source-channel rate-distortion optimization for H.264 video coding over error-prone networks,” IEEE Trans. on Multimedia, Vol. 9, No. 3, pp. 445-454, April 2007.
  2. Wenpeng Ding*, Yan Lu, Feng Wu, “Compound image compression based on H.264/AVC intra coding,” IEEE International Conference on Image Processing 2007, vol. II, pp. 337-340, San Antonio, Texas, USA, Sept. 2007.
  3. Mei Guo*, Yan Lu, Feng Wu, Shipeng Li, Wen Gao, “Distributed video coding with spatial correlation exploited only at the decoder,” IEEE International Symposium on Circuits and Systems, ISCAS 2007, New Orleans, US, May, 2007.
  4. Li Su*, Yan Lu, Feng Wu, Shipeng Li, Wen Gao, “Real-time video coding under power constraint based on H.264 codec,” SPIE Visual Communications and Image Processing, VCIP 2007 (6508-1), San Jose, CA, USA, Feb. 2007. (Best Paper Award)
  5. Wenpeng Ding*, Yan Lu, Feng Wu, Shipeng Li, “Rate-distortion optimized color quantization for compound image compression,” SPIE Visual Communications and Image Processing, VCIP 2007 (6508-98), San Jose, CA, USA, Feb. 2007.

2006

  1. Wenxian Yang*, Yan Lu, Feng Wu, Jianfei Cai, King Ngi Ngan, Shipeng Li, “4D wavelet-based multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 16, No. 11, pp. 1385-1396, Nov. 2006.
  2. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, “Inter-view direct mode in multi-view video coding,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 16, No. 12, pp. 1527-1532, Dec. 2006.
  3. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, Shipeng Li, “Wyner-Ziv video coding based on set partitioning in hierarchical tree,” IEEE International Conference on Image Processing, ICIP 2006, pp. 601-604, Atlanta, GA, USA, Oct. 2006.
  4. Mei Guo*, Yan Lu, Feng Wu, Debin Zhao, Wen Gao, “Practical Wyner-Ziv switching scheme for multiple bit-rate video streaming,” IEEE International Conference on Image Processing, ICIP 2006, pp. 249-252, Atlanta, GA, USA, Oct. 2006.
  5. Wen Sun*, Yan Lu, Feng Wu, “Bit-stream switching in multiple bit-rate video streaming using Wyner-Ziv coding,” IEEE International Conference on Multimedia and Expo, ICME 2006, pp. 1665-1668, Toronto, Canada, July, 2006.
  6. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, “Distributed video coding using wavelet,” IEEE International Symposium on Circuits and Systems, ISCAS 2006, pp. 5427-5430, Greece, 2006.
  7. Wei Pu*, Yan Lu, Feng Wu, “Joint power-distortion optimization on devices with MPEG-4 AVC/H.264 codec,” IEEE International Conference on Communications, ICC 2006, Istanbul, Turkey, Jun. 2006.
  8. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, “Distributed multi-view video coding,” SPIE Visual Communications and Image Processing, VCIP 2006, San Jose, CA, USA, Jan. 2006.
  9. Xun Guo*, Yan Lu, Feng Wu, Wen Gao, “Free viewpoint switching in multi-view video streaming using Wyner-Ziv video coding,” SPIE Visual Communications and Image Processing, VCIP 2006, San Jose, CA, USA, Jan. 2006.

2005

  1. Siwei Ma, Wen Gao, Yan Lu, “Rate-Distortion Analysis for H.264/AVC Video Coding and Its Application to Rate Control,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 15, No. 12, pp. 1533-1544, Dec. 2005.
  2. Nan Zhang*, Yan Lu, Feng Wu, Baocai Yin, “Directional lifting-based wavelet transform for multiple description image coding with quincunx segmentation,” Sixth IEEE Pacific-Rim Conference on Multimedia, PCM2005, Lecture Notes in Computer Science, VOL. 3768, pp. 629-640, Jeju, Korea, Nov. 2005.
  3. Xun Guo, Yan Lu, Wen Gao, Qingming Huang, “Viewpoint switching in multiview video streaming”, IEEE International Symposium on Circuits and Systems, ISCAS 2005, pp. 3471-3474, Kobe, Japan, May, 2005.
  4. Wenxian Yang*, Feng Wu, Yan Lu, Jianfei Cai, King Ngi Ngan, Shipeng Li, “Scalable multi-view video coding using wavelet”, IEEE International Symposium on Circuits and Systems, ISCAS 2005, pp. 6078-6081, Kobe, Japan, May, 2005.

2004

  1. Yuan Zhang, Qingming Huang, Yan Lu, Wen Gao, “Optimum end-to-end distortion estimation for error resilient video coding,” Fifth IEEE Pacific-Rim Conference on Multimedia, PCM2004, Lecture Notes in Computer Science, VOL. 3332, pp. 192-199, Tokyo, Japan, Dec. 2004.
  2. Siwei Ma, Wen Gao, Debin Zhao, Yan Lu, “A study on the quantization scheme in H.264/AVC and its application to rate control,” Fifth IEEE Pacific-Rim Conference on Multimedia, PCM2004, Lecture Notes in Computer Science, VOL. 3333, pp. 513-520, Tokyo, Japan, Dec. 2004.
  3. Peng Zhang, Yan Lu, Qingming Huang, Wen Gao, “Mode mapping method for H.264/AVC down-scaling transcoding,” IEEE International Conference on Image Processing, ICIP 2004, pp. 2781-2784, Singapore, Oct. 2004.
  4. Xiangyang Ji, Debin Zhao, Wen Gao, Yan Lu, Siwei Ma, “New scaling technique for direct mode coding in B pictures,” IEEE International Conference on Image Processing, ICIP 2004, pp. 469-472, Singapore, Oct. 2004.
  5. Yuan Zhang, Wen Gao, Huifang Sun, Qingming Huang, Yan Lu, “Error-resilient video coding in H.264 encoder with potential distortion tracking,” IEEE International Conference on Image Processing, ICIP 2004, pp. 163-166, Singapore, Oct. 2004.
  6. Xiangyang Ji, Yan Lu, Wen Gao, Siwei Ma, “Enhanced direct mode coding for bi-predictive pictures,” IEEE International Symposium on Circuits and Systems, ISCAS 2004, Vol. III, pp. 785-788, Vancouver, Canada, 23-26 May, 2004.
  7. Li Su, Yuan Zhang, Wen Gao, Qingming Huang, Yan Lu, “Improved Error Concealment Algorithms Based on H.264/AVC Non-normative Decoder,” IEEE International Conference on Multimedia and Expo, ICME 2004, Taipei, Taiwan, June 2004.
  8. Peng Zhang, Debin Zhao, Siwei Ma, Yan Lu, Wen Gao, “Multiple Modes Intra-Prediction in Intra Coding,” IEEE International Conference on Multimedia and Expo, ICME 2004, Special Session on Advanced Video Coding for AVS-China, Taipei, Taiwan, June 2004.
  9. Qiang Wang, Debin Zhao, Wen Gao, Qingming Huang, Yan Lu, Siwei Ma, “Context-Based 2D-VLC for Video Coding,” IEEE International Conference on Multimedia and Expo, ICME 2004, Special Session on Advanced Video Coding for AVS-China, Taipei, Taiwan, June 2004.
  10. Xiangyang Ji, Debin Zhao, Wen Gao, Qingming Huang, Siwei Ma, Yan Lu, “New BI-Prediction Techniques For B Pictures Coding,” IEEE International Conference on Multimedia and Expo, ICME 2004, Special Session on Advanced Video Coding for AVS-China, Taipei, Taiwan, June 2004.

2003 and Before

  1. Yan Lu, Wen Gao, Feng Wu, “Efficient background video coding with static sprite generation and arbitrary-shape spatial prediction techniques,” IEEE Trans. on Circuits Systems for Video Technology, Vol. 13, No. 5, pp. 394-405, May 2003.
  2. Huizhu Jia, Wen Gao, Yan Lu, “Stereoscopic video coding based on global displacement compensated prediction,” Forth IEEE Pacific-Rim Conference on Multimedia, PCM2003, Vol. 1, pp. 61-65, Singapore, Dec. 2003.
  3. Yuan Zhang, Wen Gao, Feng Wu, Yan Lu, “Adaptive Subcarrier and Power Allocation For Delivering Fine Granularity Scalable Video Stream Over OFDMA System,” Forth IEEE International Conference on Information, Communication & Signal Processing, ICICS2003, Vol. 3, pp. 1516-1520, Singapore, Dec. 2003.
  4. Siwei Ma, Wen Gao, Feng Wu, Yan Lu, “Rate control for AVC video coding scheme with HRD considerations,” IEEE International Conference on Image Processing, ICIP 2003, Barcelona, Spain, Sept. 2003.
  5. Xiaopeng Fan, Yan Lu, Wen Gao, “A novel coefficient scanning scheme for directional spatial prediction-based image compression,” IEEE International Conference on Multimedia and Expo, ICME2003, vol. II, 557-560, Baltimore, ML, 6-9 July 2003.
  6. Lujun Yuan, Wen Gao, Yan Lu, “Latest arrival time leaky bucket for HRD constrained video coding,” IEEE International Conference on Multimedia and Expo, ICME2003, vol. II, pp. 773-776, Baltimore, ML, 6-9 July 2003.
  7. Siwei Ma, Wen Gao, Peng Gao, Yan Lu, “Rate control on advanced video coding (AVC) standard,” IEEE International Symposium on Circuits and Systems, ISCAS 2003, vol. I, pp. 892-895, Bangkok, Thailand, 25-28 May, 2003.
  8. Yan Lu, Wen Gao, Feng Wu, “Efficient video coding with fractional resolution sprite prediction technique,” IEE Electronics Letters, Vol. 39, Issue 3, pp. 279-280, Feb. 2003.
  9. Yan Lu, Wen Gao, Feng Wu, “Visual communication at limit color display capability,” IEE Electronics Letters, Vol. 38, Issue 25, pp. 1657-1659, Nov. 2002.
  10. Yan Lu, Wen Gao, Feng Wu, “High efficient sprite coding with directional spatial prediction,” IEEE International Conference on Image Processing, ICIP 2002, vol. I, pp. 201-204, Rochester, New York, USA, 22-25 September, 2002.
  11. Yan Lu, Wen Gao, Feng Wu, “Automatic video segmentation using a novel background model,” IEEE International Symposium on Circuits and Systems, ISCAS 2002, vol. III, pp. 807-810, Scottsdale, Arizona, USA, 26-29 May, 2002.
  12. Shiguang Shan, Wen Gao, Yan Lu, Bo Cao, Xilin Chen, Debin Zhao, “Unified framework for classifying facial images based on facial attribute-specific subspaces and minimum reconstruction error”, the Fifth Asian Conference on Computer Vision, ACCV 2002, Melbourne, Australia, pp. 858-863, 22-25 January, 2002.
  13. Yan Lu, Wen Gao, Feng Wu, “Fast and robust sprite generation for MPEG-4 video coding,” the Second IEEE Pacific-Rim Conference on Multimedia, PCM 2001, Lecture Notes in Computer Science 2195, Springer-Verlag Berlin Heidelberg, pp. 118-125, Beijing, China, 24-26 October, 2001.
  14. Yan Lu, Wen Gao, Feng Wu, “Sprite generation for frame-based video coding,” IEEE International Conference on Image Processing, ICIP 2001, vol. I, pp. 473-476, Thessaloniki, Greece, 7-10 October, 2001.
  15. Yan Lu, Debin Zhao, Y.K.Chan, “Architectural design of a wavelet slave processor for audio and video decompression,” SPIE International Symposium of Electronic Imaging – Media Processors 2001, vol. 4313 (4313-13), pp. 86-95, San Jose, California, USA, 21-26 January 2001.
  16. Debin Zhao, Y.K. Chan, Yan Lu, “Embedded image coding based on novel organization of DCT coefficients,” SPIE International Symposium on Optical Science and Technology – Applications of Digital Image Processing XXIII, vol. 4115 (4115-18), pp. 153-162, San Diego, CA., USA, 30 July – 4 August, 2000.
  17. Xilin Chen, Sam Kwong, Yan Lu, “Human facial expression recognition based on learning subspace method,” IEEE International Conference on Multimedia and Expo, ICME 2000, New York City, NY, USA, pp. 403-406, 30 July – 2 August, 2000.
  18. Hui Jin, Wen Gao, Yan Lu, “The analysis, recognition and application of the facial expressions based on dynamic image sequences,” the Fourth Asian Conference on Computer Vision, ACCV 2000, Taipei, 8-11 January, 2000. (ACCV-051)