实验室成员
Lab Member
您所在的位置:首页>教师团队>教授

李宏亮

教授

智能视觉信息处理与通信实验室

hlli@uestc.edu.cn

English Version
个人简介:

    李宏亮,博士,教授,博士生导师,2015国家杰出青年基金获得者。20054月毕业于西安交通大学,获信息与通信工程博士学位;2005 月至2008 月在香港中文大学视觉信号处理与通信实验室先后作为Research Associate (2005.5~2006.5)  Postdoctoral Fellow (2006.5~2008.5) 从事研究工作。2008 月作为教授引进到电子科技大学,是图像和视频处理方向的团队负责人。李宏亮博士目前的主要研究兴趣包括:智能多媒体分析,机器学习,计算机视觉。

    李宏亮博士先后在国内外一些重要的期刊和会议上发表110多篇论文。包括著名国际期刊IEEE Transactions 论文40余篇,包括:IEEE Transactions on Image Processing  IEEE Transactions on Multimedia  IEEE Transactions on Circuits and Systems for Video Technology等,发表的论文Google学术引用共计2300余次。是施普林格出版的《Video segmentation and its applications》著作的共编辑。作为项目主管和负责人先后完成了多项研究课题,其中包括由国家自然科学基金重点和面上项目,973课题,教育部新世纪优秀人才计划项目。

    李宏亮教授目前担任IEEE Transactions on Circuits and Systems for Video Technology编委,Elsevier国际期刊Journal on Visual Communications and Image Representation的期刊编辑,欧洲信号处理协会主办的Signal Processing: Image CommunicationElsevier Science)区域编辑。是2010IEEE智能信号处理与通信系统国际会议ISPACS大会主席(General Co-Chair),多媒体领域旗舰会议2014IEEE International Conference on Multimedia and Expo (ICME2014)Local主席,2016IEEE 视觉通信与图像处理技术委员会联席主席(TPC Co-Chair),以及2017年环多媒体(PCM)会议程序委员会主席。先后10余次担任国际会议技术委员会委员,包括:IEEE电路系统协会旗舰会议ISCAS2014, ISCAS2013, 和多媒体旗舰会议ICME2014, ICME2013, ICME2012等等。李博士是中国电子协会高级会员,IEEE 协会高级会员,IEEE CAS协会视觉信号处理与通信专业委员会委员。2011年入选电子科技大学第二批百人计划学者,2014四处省青年科技创新研究团队带头人,2015年获得国家杰出青年基金。



课程教学:
本科生课程:模式识别。
研究生课程:图像处理。

研究方向:
图像视频处理与分析,计算机视觉和机器学习,人工智能等。

论文成果:
  • 1.Hengcan Shi, Hongliang Li, Qingbo Wu and Zichen Song,“Scene Parsing via Integrated Classification Model and Variance-Based Regularization,”IEEE Conference on Computer Vision and Pattern Recognition. Long Beach, the U.S. June 16-20, 2019. (Accepted)
  • 2.Li Wei ,Li Hongliang,Wu Qingbo,Chen Xiaoyu,Ngan King Ngi,“Simultaneously Detecting and Counting Dense Vehicles from Drone Images”IEEE Transactions on Industrial Electronics, pp.1-1,February 2019. [PDF] [PROJECT]
  • 3.Li Wei,Li Hongliang,Wu Qingbo,Meng Fanman,Xu Linfeng,Ngan King Ngi,“HeadNet: An End-to-end Adaptive Relational Network for Head Detection”IEEE Transactions on Circuits and Systems for Video Technology, pp.1-1, 02 January 2019. [PDF]
  • 4.Ma L, Li H, Meng F, Wu Q, Ngan K N ,”Discriminative Deep Metric Learning for Asymmetric Discrete Hashing”[J]. Neurocomputing, 2019.
  • 5.Heqian Qiu, Hongliang Li,Qingbo Wu,Fanman Meng,King Ngi Ngan,Hengcan Shi,” A2RMNet: Adaptively Aspect Ratio Multi-Scale Network for Object Detection in Remote Sensing Images”, Remote Sensing, Vol.11(13), p.1594, 01 July 2019.
  • 6.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, "A Perceptually Weighted Rank Correlation Indicator for Objective Image Quality Assessment", IEEE Transactions on Image Processing, vol. 27, no. 5, pp. 2499 - 2513, May 2018. [PDF] [CODE]
  • 7.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, "Towards A Blind Quality Metric for Temporally Distorted Streaming Video", IEEE Transactions on Broadcasting, vol. 64, no. 2, pp. 367 - 378, June 2018. [PDF] [CODE]
  • 8.Hengcan Shi, Hongliang Li, Fanman Meng, Qingbo Wu, Linfeng Xu, King N. Ngan, "Hierarchical Parsing Net: Semantic Scene Parsing from Global Scene to Objects", IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2670 - 2682, 2018.
  • 9.Qingbo Wu, Hongliang Li, King N. Ngan, and Kede Ma, “Blind Image Quality Assessment Using Local Consistency Aware Retriever and Uncertainty Aware Evaluator”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.9, pp. 2078 - 2089, Sep. 2018. [PDF]
  • 10.Bing Luo, Hongliang Li ; Fanman Meng ; Qingbo Wu ; King Ngi Ngan, “An Unsupervised Method to Extract Video Object via Complexity Awareness and Object Local Parts”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.7, pp. 1580 - 1594, July 2018.
  • 11.Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu, and Jianfei Cai, "LETRIST: Locally Encoded Transform Feature Histogram for Rotation-Invariant Texture Classification", IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.7, pp. 1565 - 1579, 2018.
  • 12.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, “Generic Proposal Evaluator: A Lazy Learning Strategy Towards Blind Proposal Quality Assessment”, IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 306-319, Jan. 2018. [PDF] [CODE]
  • 13.Fanman Meng, Hongliang Li, Qingbo Wu, and King Ngi Ngan, “Seeds based Part Segmentation by Seeds Propagation and Region Convexity Decomposition”, IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 310-322, Feb. 2018.
  • 14.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, Chao Huang, and King Ngi Ngan, “Globally Measuring the Similarity of Superpixels by Binary Edge Maps for Superpixel Clustering”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.4, pp. 906-919, Apr. 2018.
  • 15.Hengcan Shi, Hongliang Li, Qingbo Wu, Fanman Meng, and King Ngi Ngan, “Boosting scene parsing performance via reliable scale prediction,” 26th ACM international conference on Multimedia. Seoul, Korea, October 22 - 26, 2018.
  • 16.Hengcan Shi, Hongliang Li, Fanman Meng, Qingbo Wu, “Key-Word-Aware Network for Referring Expression Image Segmentation”, 15th European Conference on Computer Vision, Munich, Germany, September 8 -14, 2018.
  • 17.Yichi Zhang, King Ngi Ngan, Lin Ma and Hongliang Li, “Objective Quality Assessment of Image Retargeting by Incorporating Subjective Quality Measures and Inconsistency Detection”, IEEE Transactions on Image Processing, vol. 26, no. 12, pp. 5980-5993, December 2017.
  • 18.Lei Ma, Hongliang Li, Fanman Meng, Qingbo Wu, King Ngi Ngan, “Learning Efficient Binary Codes From High-Level Feature Representations for Multilabel Image Retrieval”, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2545-2560, November 2017.
  • 19.Qingbo Wu, Hongliang Li, Zhou Wang, Fanman Meng, Bing Luo, Wei Li, and King N. Ngan, “Blind Image Quality Assessment Based on Rank-Order Regularized Regression”, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2490-2504, November 2017. [PDF]
  • 20.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, and King Ngi Ngan, “Weakly Supervised Part Proposal Segmentation from Multiple Images”, IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 4019 – 4031, 2017.
  • 21.Bing Luo, Hongliang Li, Fanman Meng, Qingbo Wu, and Chao Huang, "Video Object Segmentation via Global Consistency Aware Query Strategy", IEEE Transactions on Multimedia, vol. 19, no. 7, pp. 1482 – 1493, 2017.
  • 22.Chao Huang, Hongliang Li, Yurui Xie, Qingbo Wu and Bing Luo, “PBC: Polygon-Based Classifier for Fine-Grained Categorization”, IEEE Transactions on Multimedia, vol.19, no. 04, pp. 673 – 684, 2017.
  • 23.Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, and Lei Zhang, “Waterloo Exploration Database: New Challenges for Image Quality Assessment Models,” IEEE Transactions on Image Processing, vol. 26, no. 2, pp. 1004 – 1016, 2016.
  • 24.Miaohui Wang, K.N. Ngan and Hongliang Li, “Low-delay Rate Control for Consistent Quality Using Distortion-based Lagrange Multiplier,” IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 2943-2955, July 2016
  • 25.Qingbo Wu, Hongliang Li, Fanman Meng, King N. Ngan, Bing Luo, Chao Huang, and Bing Zeng, "Blind Image Quality Assessment Based on Multi-Channel Features Fusion and Label Transfer", IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 3, pp. 425 - 440, 2016.
  • 26.Kede Ma, Qingbo Wu, Zhou Wang, Zhengfang Duanmu, Hongwei Yong, Hongliang Li and Lei Zhang, "Group MAD Competition -- A New Methodology to Compare Objective Image Quality Models", IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, USA, Jun. 27 - Jul. 1, 2016. (Spotlight) [PDF] [PROJECT]
  • 27.Jian Xiong, Hongliang. Li, Fanman. Meng, Qingbo Wu and K.N. Ngan, “Fast HEVC Inter CU Decision based on Latent SAD Estimation”, IEEE Transactions on Multimedia, Vol. 17, no. 12, pp. 2147- 2159, Sep. 2015.
  • 28.R. Shi, K.N. Ngan, S. Li, R. Paramesran and Hongliang Li, “Visual Quality Evaluation of Image Object Segmentation: Subjective Assessment and Objective Measure,” IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 5033-5045, December 2015.
  • 29.Fanman Meng, Hongliang Li, Shuyuan Zhu, Bing Luo, Chao Huang, Bing Zeng, Moncef Gabbouj. "Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Co-segmentation", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, no. 11, pp. 1735 -1748, 2015. [PDF]
  • 30.Jian Xiong, Hongliang Li, Fanman Meng, Shuyuan Zhu, Qingbo Wu, and Bing Zeng, "MRF-based Fast HEVC Inter CU Decision with the Variance of Absolute Differences," IEEE Transactions on Multimedia, vol. 16, no. 8, pp. 2141-2153, Dec., 2014.
  • 31.Hongliang Li, Fanman Meng, Bing Luo, Shuyuan Zhu, "Repairing Bad Co-segmentation using Its Quality Evaluation and Segment Propagation," IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3545-3559, 2014. [PROJECT]
  • 32.Guanghui Liu, Liaoyuan Zeng, Hongliang Li, Linfeng Xu, and Zhengning Wang, "Adaptive interpolation for pilot-aided channel estimator in OFDM system", IEEE Transactions on Broadcasting, vol. 60, no. 3, page 486-498, Sep, 2014.
  • 33.Hongliang Li, Fanman Meng, Qingbo Wu, and Bing Luo, "Unsupervised Multi-class Region Co-segmentation via Ensemble Clustering and Energy Minimization", IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 789-801, May. 2014.
  • 34.Wang Luo, Hongliang Li, Guanghui Liu, and Liaoyuan Zeng, “Semantic Annotation of Satellite Images Using Author-Genre-Topic Model,” IEEE Transactions on Geoscience and Remote Sensing,vol. 52, no.2, pp. 1356-1368, 2014.
  • 35.Jian Xiong, Hongliang Li, Qingbo Wu, and Fanman Meng, "A Fast HEVC Inter CU Selection Method Based on Pyramid Motion Divergence," IEEE Transactions on Multimedia, vol. 16, no. 2, pp. 559-564, 2014.
  • 36.Fanman Meng, Hongliang Li, King Ngi Ngan, Liaoyuan Zeng, Qingbo Wu, "Feature Adaptive Co-segmentation by Complexity Awareness", IEEE Transactions on Image Processing, vol. 22, no. 12, pp. 4809-4824, 2013. [PDF]
  • 37.Fanman Meng, Hongliang Li, Guanghui Liu and King N. Ngan, "From Logo to Object Segmentation", IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 2186-2197, 2013.
  • 38.Hongliang Li, Fanman Meng, and King N. Ngan, "Co-Salient Object Detection From Multiple Images", IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 1896-1909, 2013. [PROJECT]
  • 39.Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Image Co-segmentation by Incorporating Color Reward Strategy and Active Contours Model," IEEE Transactions on Cybernetics, vol. 43, no. 2, pp. 725-737, April 2013. [PDF] [CODE] [PROJECT]
  • 40.Guanghui Liu, S. V. Zhidkov, Hongliang Li, L. Zeng, and Z. Wang, "Low-Complexity Iterative Equalization for Symbol-Reconstruction Based OFDM Receivers over Doubly Selective Channels," IEEE Transactions on Broadcasting, vol. 58, no. 3, pp. 390-400, 2012.
  • 41.Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Object Co-segmentation based on Shortest Path Algorithm and Saliency Model," IEEE Transactions on Multimedia, vol.14, no. 5, pp. 1429 -1441, 2012. [PDF] [CODE] [PROJECT]
  • 42.Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Guided Face Cartoon Synthesis," IEEE Transactions on Multimedia, vol. 13, no. 6, pp. 1230-1239, 2011. [PROJECT]
  • 43.Hongliang Li, King Ngi Ngan, "A Co-saliency Model of Image Pairs," IEEE Transactions on Image Processing, vol. 20, no. 12, pp. 3365-3375, 2011. [PDF] [PROJECT]
  • 44.Hongliang Li and K.N. Ngan, “Learning to Extract Focused Object from Low DOF Images,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 11, November 2011, pp. 1571-1580. [PROJECT]
  • 45.Guanghui Liu, Hongliang Li, Mingzhen Wang, Zhengning Wang, and Wei Chen, “Co-channel analogue television interference in the TDS-OFDM-based DTTB system: consequences and solutions,” IEEE Transactions on Broadcasting, vol. 57, no. 2, pp. 270-276, June 2011.
  • 46.Hongliang Li, King N. Ngan, and Qiang Liu, “FaceSeg: automatic face segmentation for real-time video”, IEEE Transactions on Multimedia, vol.11, no.1, pp.77-88, 2009.
  • 47.Hongliang Li, King N. Ngan, and Zhenyu Wei, “Fast and efficient method for block edge classification and its application in H.264/AVC video coding”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no.6, pp. 756-768, 2008. [PDF] [CODE] [PROJECT]
  • 48.Hongliang Li, and King N. Ngan, “Unsupervised Video Segmentation with Low Depth of Field”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no.12, pp. 1742-1751, 2007.
  • 49.Junyong You, Guizhong Liu, Li Sun, and Hongliang Li, "A Multiple Visual models based Perceptive Framework for Multilevel Video Summarization," IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 3, pp.273 - 285, Mar. 2007.
  • 50.Hongliang Li, Guizhong Liu, and Zhongwei Zhang, “A new texture generation method based on pseudo-DCT coefficients”, IEEE Transactions on Image Processing, vol. 15, no. 4, Apr. 2006.
  • 51.Hongliang Li, Guizhong Liu, and Zhongwei Zhang, “Optimization of integer wavelet transforms based on difference correlation structures”, IEEE Transactions on Image Processing, vol. 14, no. 11, pp. 1831-1847, Nov. 2005.
  • 52.Zhongwei Zhang, Guizhong Liu, Hongliang Li, and Yongli Li, "A novel PDE-based rate-distortion model for rate control", IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 11, pp. 1354-1364, Nov. 2005.
  • 53.Hongliang Li, Guizhong Liu, Zhongwei Zhang, and Yongli Li, “Adaptive scene-detection algorithm for VBR video stream”, IEEE Transactions on Multimedia, vol.6, no.4, pp.624-633, Aug. 2004.

  • 招生信息:
    硕士:
    081000 信息与通信工程
    06方向:图像与视频处理
    09方向:机器学习与人工智能
    10方向:信号与信息智能处理
    博士:
    081000 信息与通信工程
    06方向:图像与视频处理
    09方向:机器学习与人工智能
    10方向:信号与信息智能处理

    奖项荣誉:
    “智能视觉信息处理团队”获电子科技大学研究生优秀导学团队

    访问量 6164
    更新时间2019-01-09

    联系方式:

    邮编:611731

    实验室地址:成都市高新区(西区)西源大道2006号

    电子科技大学信息与通信工程学院

    技术支持:成都今网科技

    版权所有 © 智能视觉信息处理与通信实验室, 2018