Dong Liu's Publications (Selected)

Last updated on October 21, 2019 by Dong Liu.

For a complete list or for details of citations, please refer to Google Scholar.


Journal papers

  1. (Accepted) Dong Liu*, Yue Li, Jianping Lin, Houqiang Li, Feng Wu. Deep learning-based video coding: A review and a case study. ACM Computing Surveys. []
  2. (Early Access) Dong Liu*, Zhenzhong Chen, Shan Liu, Feng Wu. Deep learning-based technology in responses to the joint call for proposals on video compression with capability beyond HEVC. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  3. (Early Access) Dong Liu, Ke Sun, Zhangyang Wang, Runsheng Liu, Zheng-Jun Zha*. Frank-Wolfe network: An interpretable deep structure for non-sparse coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  4. (Early Access) Changyue Ma, Dong Liu, Xiulian Peng, Li Li, Feng Wu*. Convolutional neural network-based arithmetic coding for HEVC intra-predicted residues. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  5. (Early Access) Li Li, Zhu Li*, Bin Li, Dong Liu, Houqiang Li. Quadtree-based coding framework for high density camera array based light field image. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  6. (Early Access) Zhen Cheng, Zhiwei Xiong*, Dong Liu. Light field super-resolution by jointly exploiting internal and external similarities. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  7. (Early Access) Jianping Lin, Dong Liu*, Haitao Yang, Houqiang Li, Feng Wu. Convolutional neural network-based block up-sampling for HEVC. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  8. Ning Yan, Dong Liu*, Houqiang Li, Bin Li, Li Li, Feng Wu. Invertibility-driven interpolation filter for video coding. IEEE Transactions on Image Processing (TIP). vol 28, no 10, pp 4912-4925. Oct 2019. [DOI]
  9. Jiaying Liu, Sifeng Xia, Wenhan Yang*, Mading Li, Dong Liu. One-for-all: Grouped variation network-based fractional interpolation in video coding. IEEE Transactions on Image Processing (TIP). vol 28, no 5, pp 2140-2151. May 2019. [DOI]
  10. Changyue Ma, Dong Liu*, Xiulian Peng, Li Li, Feng Wu. Traffic surveillance video coding with libraries of vehicles and background. Journal of Visual Communication and Image Representation. vol 60, pp 426-440. Apr 2019. [DOI]
  11. Yue Li, Dong Liu*, Houqiang Li, Li Li, Zhu Li, Feng Wu. Learning a convolutional neural network for image compact-resolution. IEEE Transactions on Image Processing (TIP). vol 28, no 3, pp 1092-1107. Mar 2019. [DOI]
  12. Ning Yan, Dong Liu*, Houqiang Li, Bin Li, Li Li, Feng Wu. Convolutional neural network-based fractional-pixel motion compensation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 29, no 3, pp 840-853. Mar 2019. [DOI]
  13. Yefei Wang, Dong Liu*, Siwei Ma, Feng Wu, Wen Gao. Spherical coordinates transform-based motion model for panoramic video coding. IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS). vol 9, no 1, pp 98-109. Mar 2019. [DOI]
  14. Changyue Ma, Dong Liu*, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang. Reference clip for inter prediction in video coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 29, no 1, pp 130-143. Jan 2019. [DOI]
  15. Hangfan Liu, Ruiqin Xiong*, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Image denoising via low rank regularization exploiting intra and inter patch correlation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 28, no 12, pp 3321-3332. Dec 2018. [DOI]
  16. Yue Li, Dong Liu*, Houqiang Li, Li Li, Feng Wu, Hong Zhang, Haitao Yang. Convolutional neural network-based block up-sampling for intra frame coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 28, no 9, pp 2316-2330. Sep 2018. [DOI]
  17. Li Li, Houqiang Li*, Dong Liu, Zhu Li, Haitao Yang, Sixin Lin, Huanbang Chen, Feng Wu. An efficient four-parameter affine motion model for video coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 28, no 8, pp 1934-1948. Aug 2018. [DOI]
  18. Qiang Song, Ruiqin Xiong*, Dong Liu, Zhiwei Xiong, Feng Wu, Wen Gao. Fast image super-resolution via local adaptive gradient field sharpening transform. IEEE Transactions on Image Processing (TIP). vol 27, no 4, pp 1966-1980. Apr 2018. [DOI]
  19. Fangdong Chen, Houqiang Li*, Li Li, Dong Liu, Feng Wu. Block-composed background reference for high efficiency video coding. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 27, no 12, pp 2639-2651. Dec 2017. [DOI]
  20. Dong Liu*, Dandan Wang, Houqiang Li. Recognizable or not: Towards image semantic quality assessment for compression. Sensing and Imaging. vol 18, no 1, pp 1-20. Dec 2017. [DOI]
  21. Li Li, Zhu Li*, Bin Li, Dong Liu, Houqiang Li. Pseudo-sequence-based 2-D hierarchical coding structure for light-field image compression. IEEE Journal of Selected Topics in Signal Processing (J-STSP). vol 11, no 7, pp 1107-1119. Oct 2017. [DOI]
  22. Dong Liu, Xiaoyan Sun, Feng Wu, Shipeng Li, Ya-Qin Zhang. Image compression with edge-based inpainting. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol 17, no 10, pp 1273-1287. Oct 2007. (2009 TCSVT Best Paper Award) [DOI]

Book chapter

  1. Huanglingzi Liu*, Wei Wang, Dong Liu, Hao Wang, Ying Liu. Mobile social service design for special context. Mobile Social Networking: An Innovative Approach. A. Chin and D. Zhang (eds). pp 79-107. Springer. 2014. [DOI]

arXiv preprints

  1. Jingxian Zhang, Dong Liu. Visual analyses of music history: A user-centric approach. arXiv:1703.07534.

Conference papers

  1. (Accepted) Dong Liu*, Haochen Zhang, Zhiwei Xiong. On the classification-distortion-perception tradeoff. NeurIPS. Vancouver, Canada. Dec 8-14, 2019. []
  2. Haochen Zhang, Dong Liu*, Zhiwei Xiong. Two-stream action recognition-oriented video super-resolution. ICCV. Seoul, Korea. Oct 27-Nov 2, 2019. []
  3. Xusong Chen, Dong Liu*, Chenyi Lei, Rui Li, Zheng-Jun Zha, Zhiwei Xiong . BERT4SessRec: Content-based video relevance prediction with bidirectional encoder representations from transformer. MM. Nice, France. Oct 21-25, 2019. []
  4. Meng Dong, Dong Liu*, Zhiwei Xiong, Xuejin Chen, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu. Instance segmentation from volumetric biomedical images without voxel-wise labeling. MICCAI. pp 83-91. Shenzhen, China. Oct 13-17, 2019. [DOI]
  5. Haichuan Ma, Dong Liu*, Ruiqin Xiong, Feng Wu. A CNN-based image compression scheme compatible with JPEG2000. ICIP. pp 704-708. Taipei, Taiwan, China. Sep 22-25, 2019. [DOI]
  6. Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang*. Deep high-resolution representation learning for human pose estimation. CVPR. pp 5693-5703. Long Beach, CA, USA. Jun 16-20, 2019. [OpenAccess]
  7. Yiheng Zhang, Zhaofan Qiu, Jingen Liu, Ting Yao, Dong Liu, Tao Mei. Customizable architecture search for semantic segmentation. CVPR. pp 11641-11650. Long Beach, CA, USA. Jun 16-20, 2019. [OpenAccess]
  8. Zhen Cheng, Zhiwei Xiong*, Chang Chen, Dong Liu. Light field super-resolution: A benchmark. CVPRW. Long Beach, CA, USA. Jun 16-20, 2019. [OpenAccess]
  9. Changyue Ma, Dong Liu*, Xiulian Peng, Zheng-Jun Zha, Feng Wu. Neural network-based arithmetic coding for inter prediction information in HEVC. ISCAS. Sapporo, Japan. May 26-29, 2019. [DOI]
  10. Yuanying Dai, Dong Liu*, Zheng-Jun Zha, Feng Wu. A CNN-based in-loop filter with CU classification for HEVC. VCIP. Taichung, Taiwan, China. Dec 9-12, 2018. [DOI]
  11. Jianping Lin, Dong Liu*, Houqiang Li, Feng Wu. Generative adversarial network-based frame extrapolation for video coding. VCIP. Taichung, Taiwan, China. Dec 9-12, 2018. [DOI]
  12. Kang Liu, Dong Liu*, Houqiang Li, Feng Wu. Convolutional neural network-based residue super-resolution for video coding. VCIP. Taichung, Taiwan, China. Dec 9-12, 2018. [DOI]
  13. Xusong Chen, Dong Liu*, Zheng-Jun Zha, Wengang Zhou, Zhiwei Xiong, Yan Li. Temporal hierarchical attention at category- and item-level for micro-video click-through prediction. MM. pp 1146-1153. Seoul, Korea. Oct 22-26, 2018. [DOI]
  14. Xusong Chen, Rui Zhao, Shengjie Ma, Dong Liu*, Zheng-Jun Zha. Content-based video relevance prediction with second-order relevance and attention modeling. MM. pp 2018-2022. Seoul, Korea. Oct 22-26, 2018. (Winner of the Content-Based Video Relevance Prediction Challenge) [DOI]
  15. Meng Dong, Dong Liu*, Zhiwei Xiong, Chaoyu Yang, Xuejin Chen, Zheng-Jun Zha, Guoqiang Bi, Feng Wu. 3D CNN-based soma segmentation from brain images at single-neuron resolution. ICIP. pp 126-130. Athens, Greece. Oct 7-10, 2018. [DOI]
  16. Ning Yan, Dong Liu*, Bin Li, Houqiang Li, Tong Xu, Feng Wu. Convolutional neural network-based invertible half-pixel interpolation filter for video coding. ICIP. pp 201-205. Athens, Greece. Oct 7-10, 2018. [DOI]
  17. Changyue Ma, Dong Liu*, Xiulian Peng, Feng Wu. Convolutional neural network-based arithmetic coding of DC coefficients for HEVC intra coding. ICIP. pp 1772-1776. Athens, Greece. Oct 7-10, 2018. [DOI]
  18. Yue Li, Li Li, Zhu Li*, Jianchao Yang, Ning Xu, Dong Liu*, Houqiang Li. A hybrid neural network for chroma intra prediction. ICIP. pp 1797-1801. Athens, Greece. Oct 7-10, 2018. [DOI]
  19. Dong Liu*, Zhenxin Zhang, Fangdong Chen, Houqiang Li, Feng Wu. Reflectance reference for intra-frame coding of surveillance video. PCM. pp 481-491. Hefei, China. Sep 21-22, 2018. [DOI]
  20. Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Zheng-Jun Zha, Feng Wu. Deep residual attention network for spectral image super-resolution. ECCVW. pp 214-229. Munich, Germany. Sep 8-14, 2018. (Winner of PIRM Challenge on Spectral Image Super Resolution) [DOI]
  21. Yiheng Zhang, Zhaofan Qiu, Ting Yao, Dong Liu, Tao Mei. Fully convolutional adaptation networks for semantic segmentation. CVPR. pp 6810-6818. Salt Lake City, UT, USA. Jun 18-22, 2018. [OpenAccess]
  22. Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Feng Wu. HSCNN+: Advanced CNN-based hyperspectral recovery from RGB images. CVPRW. pp 1052-1060. Salt Lake City, UT, USA. Jun 18-22, 2018. (Winner of NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images) [OpenAccess]
  23. Shuai Huo, Dong Liu*, Feng Wu, Houqiang Li. Convolutional neural network-based motion compensation refinement for video coding. ISCAS. Florence, Italy. May 27-30, 2018. [DOI]
  24. Haochen Zhang, Dong Liu*, Zhiwei Xiong. Convolutional neural network-based video super-resolution for action recognition. FG. pp 746-750. Xi'an, China. May 15-19, 2018. [DOI]
  25. Dong Liu*, Haichuan Ma, Zhiwei Xiong, Feng Wu. CNN-based DCT-like transform for image compression. MMM. pp 61-72. Bangkok, Thailand. Feb 5-8, 2018. [DOI]
  26. Rui Song, Dong Liu*, Houqiang Li, Feng Wu. Neural network-based arithmetic coding of intra prediction modes in HEVC. VCIP. St. Petersburg, FL, USA. Dec 10-13, 2017. [DOI]
  27. Shunxin Xu, Dong Liu*, Zhiwei Xiong. Edge-guided generative adversarial network for image inpainting. VCIP. St. Petersburg, FL, USA. Dec 10-13, 2017. [DOI]
  28. Haochen Zhang, Dong Liu*, Zhiwei Xiong. CNN-based text image super-resolution tailored for OCR. VCIP. St. Petersburg, FL, USA. Dec 10-13, 2017. [DOI]
  29. Wei Zhang, Dong Liu*, Zhiwei Xiong, Jizheng Xu. SIFT-based adaptive prediction structure for light field compression. VCIP. St. Petersburg, FL, USA. Dec 10-13, 2017. [DOI]
  30. Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu, Jingdong Wang. Human pose estimation using global and local normalization. ICCV. pp 5600-5608. Venice, Italy. Oct 22-29, 2017. [OpenAccess]
  31. Changyue Ma, Dong Liu*, Xiulian Peng, Feng Wu. Surveillance video coding with vehicle library. ICIP. pp 270-274. Beijing, China. Sep 17-20, 2017. [DOI]
  32. Qingyu Zhang, Dong Liu*, Houqiang Li. Deep network-based image coding for simultaneous compression and retrieval. ICIP. pp 405-409. Beijing, China. Sep 17-20, 2017. [DOI]
  33. Hanzhi Fan, Dong Liu*, Zhiwei Xiong, Feng Wu. Two-stage convolutional neural network for light field super-resolution. ICIP. pp 1167-1171. Beijing, China. Sep 17-20, 2017. [DOI]
  34. Yefei Wang, Li Li, Dong Liu*, Feng Wu, Wen Gao. A new motion model for panoramic video coding. ICIP. pp 1407-1411. Beijing, China. Sep 17-20, 2017. [DOI]
  35. Zhiwei Xiong, Lizhi Wang, Huiqun Li, Dong Liu, Feng Wu. Snapshot hyperspectral light field imaging. CVPR. pp 6873-6881. Honolulu, HI, USA. Jul 21-26, 2017. [OpenAccess]
  36. Yiheng Zhang, Dong Liu*, Zheng-Jun Zha. Improving triplet-wise training of convolutional neural network for vehicle re-identification. ICME. pp 1386-1391. Hong Kong, China. Jul 10-14, 2017. [DOI]
  37. Ning Yan, Dong Liu*, Houqiang Li, Feng Wu. A convolutional neural network approach for half-pel interpolation in video coding. ISCAS. Baltimore, MD, USA. May 28-31, 2017. [DOI]
  38. Yuanying Dai, Dong Liu*, Feng Wu. A convolutional neural network approach for post-processing in HEVC intra coding. MMM. pp 28-39. Reykjavik, Iceland. Jan 4-6, 2017. [DOI]
  39. Wu Feng, Dong Liu*. Fine-grained image recognition from click-through logs using deep siamese network. MMM. pp 127-138. Reykjavik, Iceland. Jan 4-6, 2017. [DOI]
  40. Lei Guo, Dong Liu*, Li Li, Feng Wu. Hierarchical quadtree-based flexible block ordering in HEVC intra coding. VCIP. Chengdu, China. Nov 27-30, 2016. (VCIP 2016 Best 10% Paper Award) [DOI]
  41. Dong Liu, Lizhi Wang, Li Li, Zhiwei Xiong, Feng Wu, Wenjun Zeng. Pseudo-sequence-based light field image compression. ICMEW. Seattle, WA, USA. Jul 11-15, 2016. (Winner of Grand Challenge on Light-Field Image Compression) [DOI]

Chinese papers

  1. 周建同, 杨海涛, 刘东, 马祥, 王田. 视频编码的技术基础及发展方向. 电信科学. 33卷, 8期, 16-25页. 2017年8月. [链接]
  2. 刘东, 吴枫. 视频编码技术发展与趋势. 中国计算机学会通讯. 12卷, 6期, 20-23页. 2016年6月. [链接]

Patents

  1. 熊志伟, 李慧群, 刘东, 吴枫. 一种高光谱光场的快照式成像系统以及重建算法. 201710457226.8. 2017.06.16申请. 2018.05.29授权.
  2. 刘东, 王叶斐, 吴枫, 李厚强. 一种全景视频编码方法和装置. 201710294859.1. 2017.04.28申请. 2018.07.06授权.
  3. 吴枫, 陈方栋, 刘东, 李厚强, 陈志波. 一种静态背景帧内编码方法和装置. 201710261328.2. 2017.04.20申请. 2018.07.03授权.
  4. 吴枫, 马常月, 刘东, 彭秀莲, 王婷婷. 基于参考片的视频帧间预测编码方法. 201610979281.9. 2016.11.08申请. 2018.03.06授权.
  5. 刘东, 吴仕林, 陈志波, 李厚强. 经纬图全景视频的质量评价方法. 201610916893.3. 2016.10.20申请. 2019.02.26授权.
  6. 刘东, 郭磊, 吴枫. 基于层次化灵活块顺序的视频帧内编码方法. 201610902441.X. 2016.10.17申请. 2018.05.29授权.
  7. 刘东, 李跃, 吴枫, 李厚强. 一种结合方向预测和块复制预测的视频帧内编码方法. 201610795564.8. 2016.08.31申请. 2018.04.10授权.
  8. 吴枫, 宋锐, 李厚强, 刘东, 兰翠玲. 基于块搜索和正交匹配追踪的视频变换编码方法. 201610321516.5. 2016.05.16申请. 2018.08.03授权.
  9. 刘东, 邵曈, 李厚强. 云环境下基于三维点云模型的图像预测方法、系统及装置. 201510130242.7. 2015.03.23申请. 2017.11.07授权.
  10. Jilei Tian, Shaowei Jiang, Xinxing Yang, Dong Liu, Hao Yang. Method and apparatus for flexible diversification of recommendation results. US 9,916,363.
  11. Dong Liu, Wenwei Xue, Zhanjiang Song. Method and apparatus for context-based grouping. US 9,509,792.
  12. Dong Liu, Hao Yang. Estimating the geographical position of an apparatus based on its proximity to other apparatuses. US 9,161,162.
  13. Xiaoyan Sun, Feng Wu, Shipeng Li, Dong Liu. Vision-based compression. US 8,019,171, 8,396,312.
  14. Xiaoyan Sun, Dong Liu, Feng Wu, Shipeng Li. Object-based image inpainting. US 7,755,645.
  15. Feng Wu, Bo Qin, Wenpeng Ding, Dong Liu, Jian Wang, Yuwen He, Zheng Ni. Block-based fast image compression. US 7,668,382.