Dong Liu's Selected Publications

Last updated on June 30, 2020 by Dong Liu.

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


Journal papers

  1. (Early Access) Shunxin Xu, Dong Liu, Zhiwei Xiong. E2I: Generative inpainting from edge to image. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  2. (Early Access) Yefei Wang, Dong Liu, Siwei Ma, Feng Wu, Wen Gao. Ensemble learning-based rate-distortion optimization for end-to-end image compression. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  3. (Early Access) Shuai Huo, Dong Liu, Bin Li, Siwei Ma, Feng Wu, Wen Gao. Deep network-based frame extrapolation with reference frame alignment. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). [DOI]
  4. (Early Access) Xusong Chen, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha. Learning and fusing multiple user interest representations for micro-video and movie recommendations. IEEE Transactions on Multimedia (TMM). [DOI]
  5. (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]
  6. Haichuan Ma, Dong Liu, Ruiqin Xiong, Feng Wu. iWave: CNN-based wavelet-like transform for image compression. IEEE Transactions on Multimedia (TMM). vol 22, no 7, pp 1667-1679. Jul 2020. [DOI]
  7. 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). vol 30, no 5, pp 1267-1280. May 2020. [DOI]
  8. Dong Liu, Yue Li, Jianping Lin, Houqiang Li, Feng Wu. Deep learning-based video coding: A review and a case study. ACM Computing Surveys. vol 53, no 1, article no 11, pp 1-35. Feb 2020. [DOI]
  9. 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). vol 29, no 12, pp 3701-3715. Dec 2019. [DOI]
  10. 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]
  11. 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]
  12. 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]
  13. 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]
  14. 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]
  15. 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]
  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. 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]
  18. Chenyi Lei, Dong Liu, Weiping Li. Social diffusion analysis with common-interest model for image annotation. IEEE Transactions on Multimedia (TMM). vol 18, no 4, pp 687-701. Apr 2016. [DOI]
  19. Dong Liu, Xiaoyan Sun, Feng Wu. Inpainting with image patches for compression. Journal of Visual Communication and Image Representation. vol 23, no 1, pp 100-113. Jan 2012. [DOI]
  20. Dong Liu, Xiaoyan Sun, Feng Wu, Ya-Qin Zhang. Edge-oriented uniform intra prediction. IEEE Transactions on Image Processing (TIP). vol 17, no 10, pp 1827-1836. Oct 2008. [DOI]
  21. 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]
  22. Dong Liu, Zhaohui Jiang, Huanqing Feng. A novel fuzzy classification entropy approach to image thresholding. Pattern Recognition Letters. vol 27, no 16, pp 1968-1975. Dec 2006. [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. Haochen Zhang, Dong Liu, Zhiwei Xiong. Is there tradeoff between spatial and temporal in video super-resolution? arXiv:2003.06141.
  2. Jingxian Zhang, Dong Liu. Visual analyses of music history: A user-centric approach. arXiv:1703.07534.

Conference papers

  1. Jianping Lin, Dong Liu, Houqiang Li, Feng Wu. M-LVC: Multiple frames prediction for learned video compression. CVPR. pp 3546-3554. Online. Jun 14-19, 2020. [OpenAccess]
  2. Changyue Ma, Dong Liu, Li Li, Yao Wang, Feng Wu. Convolutional neural network-based coefficients prediction for HEVC intra-predicted residues. DCC. pp 183-192. Online. Mar 24-27, 2020. []
  3. Chenyi Lei, Lei Wu, Dong Liu, Zhao Li, Guoxin Wang, Haihong Tang, Houqiang Li. Multi-question learning for visual question answering. AAAI. New York, NY, USA. Feb 7-12, 2020. []
  4. Dong Liu, Haochen Zhang, Zhiwei Xiong. On the classification-distortion-perception tradeoff. NeurIPS. pp 1204-1213. Vancouver, Canada. Dec 8-14, 2019. [OpenAccess]
  5. Haochen Zhang, Dong Liu, Zhiwei Xiong. Two-stream action recognition-oriented video super-resolution. ICCV. pp 8799-8808. Seoul, Korea. Oct 27-Nov 2, 2019. [OpenAccess]
  6. 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. pp 2597-2601. Nice, France. Oct 21-25, 2019. (Winner of the Content-Based Video Relevance Prediction Challenge) [DOI]
  7. 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]
  8. 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]
  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. 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]
  22. 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]
  23. 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]
  24. 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]
  25. 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]
  26. 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. 陈志波, 李业, 刘东. 帧内预测的码率控制方法. 201710563668.0. 2017.07.11申请. 2020.05.12授权.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. Jilei Tian, Shaowei Jiang, Xinxing Yang, Dong Liu, Hao Yang. Method and apparatus for flexible diversification of recommendation results. US 9,916,363.
  12. Dong Liu, Wenwei Xue, Zhanjiang Song. Method and apparatus for context-based grouping. US 9,509,792.
  13. Dong Liu, Hao Yang. Estimating the geographical position of an apparatus based on its proximity to other apparatuses. US 9,161,162.
  14. Xiaoyan Sun, Feng Wu, Shipeng Li, Dong Liu. Vision-based compression. US 8,396,312.
  15. Xiaoyan Sun, Feng Wu, Shipeng Li, Dong Liu. Vision-based compression. US 8,019,171.
  16. Xiaoyan Sun, Dong Liu, Feng Wu, Shipeng Li. Object-based image inpainting. US 7,755,645.
  17. Feng Wu, Bo Qin, Wenpeng Ding, Dong Liu, Jian Wang, Yuwen He, Zheng Ni. Block-based fast image compression. US 7,668,382.