Gu Ke

Personal profile

Name Gu Ke




Current Professional Societies

1. Member of the professional committee of Chinese association of automation

2.Member of the professional committee ofChinese Society of image and graphics

3. Member of the professional committee of China Computer Federation

Research Areas

1. Environment perception;

2. Image processing


1. Best Paper Award in IEEE T-MM 2018 (first author)

2. First Place of Natural Science Award of CIE in 2017

3. Extraordinary Ph.D. Thesis Award from the Chinese Institute of Electronics (CIE) in 2016

4. Best Student Paper Award in IEEE ICME 2016


1.[J]Ke Gu, Junfei Qiao, Sanghoon Lee, Hantao Liu, Weisi Lin, Patrick Le Callet, “Multiscale Natural Scene Statistical Analysis For No-reference Quality Evaluation Of DIBR-synthesized Views,”IEEE Transactions onBroadcasting (T-BC), 2020, 66(1): 127-139.

2. [J]Ke Gu, Zhifang Xia, Junfei Qiao, “Stacked Selective Ensemble For PM2.5forecast,”IEEE Transactions onInstrumentation and Measurement (T-IM), 2020, 69(3): 660-671.

3. [J]Ke Gu, Zhifang Xia, Junfei Qiao, Weisi Lin, “Deep Dual-channel Neural Network For Image-based Smoke Detection,”IEEE Transactions OnMultimedia (T-MM), 2020, 22(2), 311-323.

4. [J]Ke Gu, Junfei Qiao, Xiaoli Li, “Highly Efficient Picture-based Prediction Of PM2.5 Concentration,”IEEE Transactions OnIndustrial Electronics (T-IE), 2019, 66(4): 3176-3184.

5.[J]Ke Gu, Junfei Qiao, Xiongkuo Min, Guanghui Yue, Weisi Lin, Daniel Thalmann, “Evaluating Quality Of Screen Content Images Via Structural Variation Analysis,”IEEE Transactions OnVisualization And Computer Graphics (T-VCG), 2018, 24(10): 2689-2701.

6. [J]Ke Gu, Junfei Qiao, Weisi Lin, “Recurrent Air Quality Predictor Based On Meteorology- And Pollution-related Factors,”IEEE Transactions OnIndustrial Informatics (T-II), 2018, 14(9): 3946-3955.

7. [J]Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin, “Learning A No-reference Quality Assessment Model Of Enhanced Images With Big Data,”IEEE Transactions OnNeural Networks And Learning Systems (T-NNLS), 2018, 29(4): 1301-1313.

8. [J]Ke Gu, Vinit Jakhetiya, Junfei Qiao, Xiaoli Li, Weisi Lin, Daniel Thalmann, “Model-based Referenceless Quality Metric Of 3D Synthesized Images Using Local Image Description,”IEEE Transactions OnImage Processing (T-IP), 2018, 27(1): 394-405.

9. [J]Ke Gu, Weisi Lin, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Chang Wen Chen, “No-reference Quality Metric Of Contrast-distorted Images Based On Information Maximization,”IEEE Transactions OnCybernetics (T-CYB), 2017, 47(12): 4559-4565.

10. [J]Ke Gu, Jun Zhou, Junfei Qiao, Guangtao Zhai, Weisi Lin, Alan Conrad Bovik, “No-reference Quality Assessment Of Screen Content Pictures,”IEEE Transactions OnImage Processing (T-IP), 2017, 26(8): 4005-4018.

11. [J]Ke Gu, Leida Li, Hong Lu, Xiongkuo Min, Weisi Lin, “A Fast Reliable Image Quality Predictor By Fusing Micro- And Macro-structures,”IEEE Transactions OnIndustrial Electronics (T-IE), 2017, 64(5): 3903-3912.

12. [J]Ke Gu, Shiqi Wang, Huan Yang, Weisi Lin, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, “Saliency-guided Quality Assessment Of Screen Content Images,”IEEE Transactions OnMultimedia (T-MM), 2016, 18(6): 1098-1110.

13. [J]Ke Gu,Shiqi Wang, Guangtao Zhai,Weisi Lin, Xiaokang Yang, Wenjun Zhang, “Analysis Of Distortion Distribution For Pooling In Image Quality Prediction,”IEEE Transactions OnBroadcasting (T-BC), 2016, 62(2): 446-456.

14. [J]Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Weisi Lin, Wenjun Zhang, Wen Gao, “Blind Quality Assessment Of Tone-mapped Images Via Analysis Of Information, Naturalness, And Structure,”IEEE Transactions OnMultimedia (T-MM), 2016, 18(3): 432-443.

15. [J]Ke Gu, Guangtao Zhai, Weisi Lin, Min Liu, “The Analysis Of Image Contrast: From Quality Assessment To Automatic Enhancement,”IEEE Transactions OnCybernetics (T-CYB), 2016, 46(1): 284-297.

16. [J]Ke Gu,Guangtao Zhai,Weisi Lin,Xiaokang Yang, Wenjun Zhang, “No-reference Image Sharpness Assessment In Autoregressive Parameter Space,”IEEE Transactions OnImage Processing(T-IP), 2015, 24(10): 3218-3231.

17. [J]Ke Gu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, Chang Wen Chen, “Automatic Contrast Enhancement Technology With Saliency Preservation,”IEEE Transactions OnCircuits And Systems for Video Technology (T-CSVT), 2015, 25(9): 1480-1494.

18. [J]Ke Gu, Min Liu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, “Quality Assessment Considering Viewing Distance And Image Resolution,”IEEE Transactions OnBroadcasting (T-BC), 2015, 61(3): 520-531.

19. [J]Ke Gu,Guangtao Zhai,Xiaokang Yang, Wenjun Zhang, “Using Free Energy Principle For Blind Image Quality Assessment,”IEEE Transactions OnMultimedia (T-MM), 2015, 17(1): 50-63.

20. [J]Ke Gu, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang, “Hybrid No-reference Quality Metric For Singly And Multiply Distorted Images,”IEEE Transactions OnBroadcasting (T-BC), 2014, 60(3): 555-567.

Personal Statement

Ke Gu received his B.S. and Ph.D. degrees in Electronic Engineering from Shanghai Jiao Tong University, Shanghai, China, in 2009 and 2015, respectively. He was the Leading Special Session Organizer in VCIP 2016 and ICIP 2017, and served as Guest Editor for the Digital Signal Processing (DSP). He is currently an Associate Editor for the IEEE ACCESS and IET Image Processing (IET-IPR) and an Regional Editor for the Signal Processing Image Communication (SPIC). He received the Best Paper Award from the IEEE Transactions on Multimedia (T-MM), the Best Student Paper Award at the IEEE International Conference on Multimedia and Expo (ICME) in 2016, and the Excellent Ph.D. Thesis Award from the Chinese Institute of Electronics in 2016. He is reviewer for top 20 SCI journals. He has published more than 70 SCI paperson international major journals. Citation has exceeded 3700 times in Google Scholar and 2000 times in SCI.