Tingting Jiang
Associate Professor
School of Electronics Engineering and Computer Science, Peking University
Address: Room 2641 No.2 Science Building, Peking University, Beijing, China
Email: ttjiang at pku.edu.cn
 
 

Research Highlight: Computer Vision and Image and Video Quality Assessment

Group Website VIE

EDUCATION

PROFESSIONAL EXPERIENCE
  • 08/2014 - present: Associate Professor, Department of Computer Science, Peking University, Beijing, China
  • 01/2010 - 07/2014: Assistant Professor, Department of Computer Science, Peking University, Beijing, China
  • 12/2007 - 12/2009: Postdoc Researcher, LEAR group, INRIA, Grenoble, France

PUBLICATIONS (complete list...)

    ● Dingquan Li, Tingting Jiang, and Ming Jiang. Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training, International Journal of Computer Vision (IJCV), Special Issue on Computer Vision in the Wild, 129, Jan. 2021, pp. 1238–1257 .

    ● Daochang Liu, Qiyue Li, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li, Towards Unified Surgical Skill Assessment, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR2021), Virtual, June 2021

    ● Dingquan Li, Tingting Jiang, Ming Jiang, Vajira Lasantha Thambawita, and Haoliang Wang. Reproducibility Companion Paper: Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment. In Proceedings of the 29th ACM Int’l Conference on Multimedia (MM ’21), Oct. 20–24, 2021, Chengdu, China. https://doi.org/10.1145/3474085.3477937

    ● Zihao Liu, Ruiqin Xiong, Tingting Jiang. Multi-level Relationship Capture Network for Automated Skin Lesion Recognition. International Conference On Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), October 2021, Virtual.

    ● Jiahe Li, Xu Gao, Tingting Jiang. Graph Networks for Multiple Object Tracking. Winter Conference on Applications of Computer Vision (WACV), Snowmass, March 1-5, 2020.

    ● Sheng Li, Tingting Jiang, Tiejun Huang, Yonghong Tian. Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition. Winter Conference on Applications of Computer Vision (WACV), Snowmass, March 1-5, 2020.

    ● Daochang Liu*, Yuhui Wei*, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, and Ziyu Li, Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion, Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), October 2020,Virtual

    ● Dingquan Li, Tingting Jiang, and Ming Jiang. Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment. In Proceedings of the 28th ACM International Conference on Multimedia (MM ’20), October 12–16, 2020, Virtual

    ● Zihao Liu, Ruiqin Xiong and Tingting Jiang. Clinical-Inspired Network for Skin Lesion Recognition. International Conference On Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), October 2020, Virtual

    ● Zihao Liu, Haihao Pan, Chen Gong, Zejia Fan, Yujie Wen, Tingting Jiang, Ruiqin Xiong, Hang Li, and Yang Wang. Multi-class Skin Lesion Segmentation for Cutaneous T-cell Lymphomas on High-Resolution Clinical Images. International Conference On Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), October 2020, Virtual

    ● Daochang Liu, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li , Clearness of Operating Field: A Surrogate for Surgical Skills on In-Vivo Clinical Data, International Journal of Computer Assisted Radiology and Surgery, 15, Oct. 2020, pp. 1817–1824

    ● Dingquan Li, Tingting Jiang, Weisi Lin, and Ming Jiang. Which Has Better Visual Quality: The Clear Blue Sky or a Blurry Animal?, IEEE Transactions on Multimedia, Vol. 21, No. 5, May 2019, pp. 1221-1234.

    ● Wen Heng, Tingting Jiang, Wen Gao. How to Assess the Quality of Compressed Surveillance Videos Using Face Recognition, IEEE Transactions on Circuits and Systems for Video Technology, Volume: 29, Issue: 8, Aug. 2019, pp. 2229-2243.

    ● Daochang Liu, Tingting Jiang, Yizhou Wang, Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019), Long Beach, USA, June 2019

    ● Dingquan Li, Tingting Jiang, and Ming Jiang. Recent Advances and Challenges in Video Quality Assessment, ZTE COMMUNICATIONS, Vol. 17, No. 1, March 2019, pp. 3-11.

    ● Daochang Liu, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li, Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field, Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen, China, October 2019, Oral

    ● Chen Huang, Tingting Jiang, Ming Jiang, Encoding Distortions for Multi-task Full-reference Image Quality Assessment, IEEE International Conference on Multimedia and Expo (ICME) , Shanghai, July 8-12, 2019.

    ● Dingquan Li, Tingting Jiang, and Ming Jiang. Quality Assessment of In-the-Wild Videos. In Proceedings of the 27th ACM International Conference on Multimedia (MM ’19), October 21-25, 2019, Nice, France.

    ● Fangqiu Yi, Tingting Jiang. Hard Frame Detection and Online Mapping for Surgical Phase Recognition, Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen, China, October 2019

    ● Sheng Li, Tingting Jiang, Yonghong Tian, Tiejun Huang. 3D Human Skeleton Data Compression for Action Recognition, IEEE International Conference on Visual Communications and Image Processing (VCIP), Sydney, December 1-4, 2019

    ● Xu Gao, Tingting Jiang. OSMO: Online Specific Models for Occlusion in Multiple Object Tracking under Surveillance Scene. ACM Multimedia, Seoul, Republic of Korea, pp. 201-210, Oct 22-26, 2018.

    ● Qin He, Dingquan Li, Tingting Jiang, and Ming Jiang. Quality Assessment for Tone-Mapped HDR Images Using Multi-Scale and Multi-Layer Information. IEEE International Conference on Multimedia and Expo Workshop (ICMEw) 2018, San Diego, USA, July 23-27, 2018.

    ● Daochang Liu, Tingting Jiang, Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification, Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), Granada, Spain, September 2018

    ● Feng Qi, Tingting Jiang, Jian Zhang, Huizhu Jia and Xilin Chen, A 3D Visual Comfort Metric Based on Binocular Asymmetry Factor, 2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM), Xi'an, 2018, pp. 1-4.

    ● Dingquan Li, Tingting Jiang, and Ming Jiang. Exploiting High-Level Semantics for No-Reference Image Quality Assessment of Realistic Blur Images. ACM Multimedia, Mountain View, CA, USA, Oct 23-27, 2017, pp. 378-386.

    ● Zhiwei Fan,Tingting Jiang, Tiejun Huang, Active Sampling Exploiting Reliable Informativeness for Subjective Image Quality Assessment based on Pairwise Comparison, IEEE Transactions on Multimedia, Vol. 19, Issue. 12, Dec. 2017, pp. 2720 – 2735.

    ● Wen Heng, Tingting Jiang, Surveillance Video Quality Assessment Based on Face Recognition, in Proceedings of the Thematic Workshop of ACM Multimedia 2017, Mountain View, CA, USA, pp.520-528, Oct.2017

    ● Zhiwei Fan, Congliang Chen, Tingting Jiang, A Semi-Automatic Editing Method For Surgery Videos, The 7th International IEEE Workshop on Multimedia Services and Technologies for E-health (MUST-EH 2017), July 10/14, 2017 Hong Kong, In conjunction with IEEE ICME 2017.

    ● Wen Heng, Tingting Jiang, From Image Quality To Patch Quality: An Image-Patch Model For No-Reference Image Quality Assessment, The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2017), New Orleans, USA, March 5-9, 2017.

    ● Dingquan Li and Tingting Jiang. Blur-Specific No-Reference Image Quality Assessment: A Classification and Review of Representative Methods. In: Jiang M., Ida N., Louis A., Quinto E. (eds) The Proceedings of the International Conference on Sensing and Imaging. ICSI 2017. Lecture Notes in Electrical Engineering, vol 506. Springer, Cham.

    ● Shu Yang, Junzhe Zhao, Tingting Jiang, Jing Wang, Tariq Rahim, Bo Zhang, Zhaoji Xu, Zesong Fei, An Objective Assessment Method Based on Multi-level Factors for Panoramic Videos, IEEE Visual Communications and Image Processing, St Petersburg, Florida, USA, Dec. 10-13, 2017.

    ● Chen Huang, Ming Jiang, Tingting Jiang, Image Quality Assessment Based on Contour and Region, Journal of Computational Mathematics, Vol. 34, No.6, 2016, pp. 703–720.

    ● Zhaoxiong Cui, Tingting Jiang, No-reference Video Shakiness Quality Assessment, Asian Conference on Computer Vision (ACCV2016), Taipei, Taiwan, November 2016.

    ● Yeji Shen, Tingting Jiang, Ranking Consistent Rate: New Evaluation Criterion on Pairwise Subjective Experiments, International Conference on Image Processing (ICIP2016), Phoenix, Arizona, USA, September 2016, pp. 2077-2081.

    ● Feng Qi, Debin Zhao, Xiaopeng Fan, Tingting Jiang, Stereoscopic video quality assessment based on visual attention and just-noticeable difference models,Signal, Image and Video Processing,Vol. 10, No. 4, April 2016, pp. 737-744.

    ● Xiang Zhang, Shiqi Wang, Ke Gu, Tingting Jiang, Siwei Ma and Wen Gao, Sparse Structural Similarity for Objective Image Quality Assessment, IEEE International Conference on Systems, Man, and Cybernetics (SMC2015), Hong Kong, October 2015.

    ● Tingting Jiang, Zhao Zhang, Yuansheng Xu, Yichong Bai, Yizhou Wang, First-person Multiple Object Tracking in Complex Traffic Scenes, International Conference on Image Processing (ICIP2014), Paris, France, October 2014.

    ● Zhiwei Fan, Tingting Jiang, Subjective Quality Assessment of Mobile 3D videos,6th International Workshop on Quality of Multimedia Experience (QoMEX2014), Singapore, September 2014.

    ● Ge Guo, Yizhou Wang, Tingting Jiang, Alan L. Yuille, Fang Fang, Wen Gao, A Shape Reconstructability Measure of Object Part Importance with Applications to Object Detection and Localization, International Journal of Computer Vision,Volume 108, Issue 3 (2014), pp. 241-258.

    ● Zhengying Chen, Tingting Jiang, Yonghong Tian, Quality Assessment for Comparing Image Enhancement Algorithms, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2014),Columbus, USA, June 2014.

    ● Chang Ma, Zhongqian Dong, Tingting Jiang, Yizhou Wang and Wen Gao, A Method of Perceptual-based Shape Decomposition, International Conference on Computer Vision (ICCV2013), Sydney, Australia, December 2013.

    ● Ge Guo, Tingting Jiang, Yizhou Wang and Wen Gao, 2-D Shape Completion with Shape Priors, Chinese Science Bulletin, Vol.58, No.27, September 2013, pp. 3430-3436.

    ● Feng Qi, Tingting Jiang, Xiaopeng Fan,Siwei Ma,Debin Zhao, Stereoscopic Video Quality Assessment Based on Stereo Just-Noticeable Difference Model, International Conference on Image Processing (ICIP2013), Melbourne, Australia, September 2013.

    ● Liang Wang, Yizhou Wang, Tingting Jiang, Debin Zhao, Wen Gao, Learning Discriminative Features for Fast Frame-based Action Recognition, Pattern Recognition, Vol. 46, Issue 7, July 2013, pp. 1832–1840.

    ● Ge Guo, Tingting Jiang, Yizhou Wang and Wen Gao, Recovering Missing Data for Occluded Object Detection. IEEE Signal Processing Letters (SPL), Vol. 19, No. 8, August 2012, pp. 463-466.

    ● Qianqian Xu, Qingming Huang, Tingting Jiang, Bowei Yan, Weisi Lin, Yuan Yao, HodgeRank on Random Graphs for Subjective Video Quality Assessment, IEEE Transactions on Multimedia (TMM), Vol. 14, No. 3, June 2012, pp. 844-857.

    ● Yue Wang,Tingting Jiang, Siwei Ma, Wen Gao, Novel Spatio-Temporal Structural Information Based Video Quality Metric, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 22, No. 7, July 2012, pp. 989-998.

    ● Tingting Jiang, Zhongqian Dong, Chang Ma, Yizhou Wang, Toward Perception-based Shape Decomposition, The 11th Asian Conference on Computer Vision (ACCV2012), Daejeon, Korea, November 2012.

    ● Yue Wang, Tingting Jiang, Siwei Ma, Wen Gao, Spatio-Temporal SSIM Index for Video Quality Assessment,Visual Communications and Image Processing(VCIP2012),San Diego, USA, November 2012.

    ● Jingjing Han,Tingting Jiang, Siwei Ma, Stereoscopic Video Quality Assessment Model Based on Spatial-Temporal Structural Information, Visual Communications and Image Processing (VCIP2012),San Diego, USA, November 2012.

    ● Feng Qi, Tingting Jiang, Siwei Ma, Debin Zhao, Quality of Experience Assessment for Stereoscopic Images, the IEEE International Symposium on Circuits and Systems (ISCAS2012), Seoul, Korea, May 2012, pp. 1712-1715.

    ● Ge Guo, Yizhou Wang, Tingting Jiang, Alan Yuille, Wen Gao,Computing Importance of 2D Contour Parts by Reconstructability, the International Conference on Computer Vision (ICCV2011) Workshop on in Information Theory in Computer Vision and Pattern Recognition, Bacelona, Spain, November 2011, pp. 1364-1371.

    ● Qianqian Xu, Tingting Jiang, Yuan Yao, Qingming Huang, Bowei Yan, Weisi Lin, Random Partial Paired Comparison for Subjective Video Quality Assessment via HodgeRank, ACM Multimedia 2011 (MM2011), Scottsdale, Arizona, USA, November 2011, pp.393-402.

    ● Xiaoming Li, Yue Wang, Debin Zhao,Tingting Jiang, Nan Zhang, Joint Just Noticeable Difference Model Based on Depth Perception for Stereoscopic Images,Visual Communications and Image Processing (VCIP2011),Tainan City, Taiwan, November 2011.

    ● Zhebin Zhang, Yizhou Wang, Tingting Jiang, Wen Gao, Visual Pertinent 2D-to-3D Video Conversion by Multi-cue Fusion, International Conference on Image Processing (ICIP2011), Brussels, Belguim, September 2011, pp.909-912.

    ● Wei Wang, Cheng Chen, Yizhou Wang, Tingting Jiang, Fang Fang, Yuan Yao, Simulating Human Saccadic Scanpaths on Natural Images, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2011), Springs, Colorado, USA, June 2011, pp. 441-448.

    ● Liang Wang, Yizhou Wang, Tingting Jiang, Wen Gao,Instantly Telling What Happens in a Video Sequence Using Simple Features, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2011), Springs, Colorado, USA, June 2011, pp. 3257-3264.

    ● Zhebin Zhang, Yizhou Wang, Tingting Jiang, Wen Gao, Stereoscopic Learning for Disparity Estimation,the IEEE International Symposium on Circuits and Systems (ISCAS2011), Rio de Janeiro, Brazil, May 2011, pp.365-368.

    ● Yue Wang, Tingting Jiang, Siwei Ma and Wen Gao, Image Quality Assessment Based on Local Orientation Distribution, the 28th Picture Coding Symposium (PCS2010), Nagoya, Japan, December 2010, pp.274-277.

    ● Ge Guo, Tingting Jiang, Yizhou Wang and Wen Gao, Finding Multiple Object Instances with Occlusion, International Conference on Pattern Recognition (ICPR2010), Istanbul, Turkey, August 2010, pp. 3878-3881.

    ● Tingting Jiang, Frederic Jurie and Cordelia Schmid, Learning Shape Prior Models for Object Matching, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2009), Miami, Florida, USA, June 2009, pp. 848-855.

    ● Tingting Jiang and Carlo Tomasi, Robust Shape Normalization Based on Implicit Representations, the 19th International Conference on Pattern Recognition, Tampa, Florida (ICPR2008), USA, December 2008.

    ● Tingting Jiang and Carlo Tomasi, Finite-Element Level-Set Curve Particles, the International Conference on Computer Vision (ICCV2007) Workshop on Non-rigid Registration and Tracking through Learning, October 2007.

    ● Tingting Jiang, Carlo Tomasi and Scott C. Schmidler, How to Dispatch Observers to Track an Evolving Boundary, the First ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC2007), Vienna, Austria, Sep. 25-28, 2007, pp. 305-312.

    ● Tingting Jiang and Carlo Tomasi, Level-Set Curve Particles, the 9th European Conference on Computer Vision (ECCV2006), Graz, Austria, Vol. 3953 of LNCS, Springer, pp. 633-644, May 2006.

    ● Zheng Sun, David Hsu, Tingting Jiang, Hanna Kurniawati and John Reif, Narrow Passage Sampling for Probabilistic Roadmap Planning, IEEE Transactions on Robotics, Vol. 21, No. 6, December 2005, pp. 1105-1115.

    ● David Hsu, Tingting Jiang, John H. Reif, and Zheng Sun, The Bridge Test for Sampling Narrow Passages with Probabilistic Roadmap Planners, 2003 IEEE International Conference on Robotics and Automation (ICRA2003), Taipei, Taiwan, May 12-17, 2003, pp. 4420-4426.

TEACHING
  • Machine Learning in Computer Vision: Summer 2018
  • Applied Algorithms: Summer 2017, Summer 2019
  • Design and Analysis of Algorithms: Spring 2010-2012, Spring 2014-2019
  • Introduction to Computing: Fall 2010-2012
  • Theories, Models and Methods of Computer Vision: Fall 2015-2019

SERVICES
  • Area Chair for ACM Multimedia 2019
  • Guest Editor for Special Issue "Recent Developments in Sensing and Imaging" of Journal "Sensing and Imaging", 2017
  • Membership of Editorial Board for Journal "Sensing and Imaging" since Oct. 2016
  • Guest Editor for Special Issue "Image Quality Assessment for Sensing" of Journal "Sensing and Imaging", 2016
  • Reviewer for :
    • Journals:
      • IEEE Pattern Analysis and Machine Intelligence (TPAMI)
      • IEEE Transactions on Image Processing (TIP)
      • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
      • IEEE Transactions on Multimedia (TMM)
      • IEEE Transactions on Cognitive and Developmental Systems
      • Computer Vision and Image Understanding
      • Neurocomputing
      • IEEE Multimedia
      • Pattern Recognition Letters (PRL)
      • Signal Processing Image Communication
      • IEEE Signal Processing Letters
      • IEEE Access
      • International Journal of Computer Assisted Radiology and Surgery
      • Sensing and Imaging
      • Pattern Analysis and Applications
      • Science China (中国科学)
      • 高技术通讯
      • 电子学报
      • 自动化学报
    • Conferences:
      • AAAI 2019
      • ACCV 2016, 2018
      • ACM MM 2018
      • BMVC 2017-2019
      • CVPR 2012, 2015-2019
      • ECCV 2016
      • ICCV 2015, 2017, 2019
      • ICME 2012-2019
      • ICSI 2017, 2018
      • IJCAI 2018-2019
      • ISCAS 2017, 2019
      • MICCAI 2019
      • PSVIT 2015, 2017
      • PRCV 2019
      • VCIP 2016-2018
  • CCF NOI Scientific Committee Member since 2014
  • Deputy Leader of China Team for IOI 2016, Kazan, Russia
  • Leader of China Team for IOI 2018, Tsukuba, Japan