He Kai
School
School of Electrical and Information Engineering
Professional Title
Associate professor
Discipline
Information and Communication Enigneering
Contact Information
15510810452
022-27404508
hekai@tju.edu.cn
School of Electrical and Information Engineering, Weijin Road, Nankai District, Tianjin, P.R.China
Brief Introduction
Kai HE received the B.S. and M.S. degrees in Electrical Automation from Shenyang Agriculture University, Shenyang, China, in 1995 and 2000, respectively, and the Ph.D. degree in Communication and Information System from Jilin University, Changchun, China, in 2003. He was a postdoctoral researcher in Peking University, Peking, China, from 2004 to 2006. He is currently an associate professor in the School of Electrical and Information Engineering at the Tianjin University, China. In addition, he was a visiting scholar in the School of Computing Science at the University of Glasgow, United Kingdom, from Apr. 2014 to Apr. 2015. His research interests include image registration, image inpainting, texture classification and 3D reconstruction.
Education Background
- Master| Shenyang Agriculture University, Shenyang| Electrical Automation | 2000
- bachelor| Shenyang Agriculture University, Shenyang| Electrical Automation | 1995
- Doctor| Jilin University| Communication and Information System| 2003
Research Interests
- Computer vision
Positions & Employments
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2014.4-2015.3
School of Computing Science | University of Glasgow | visiting scholar -
2006.5-2017.12
School of Electrical and Information Enigineering | Tianjin University | associate profesor -
2004.4-2006.3
Institute of Remote Sensing and GIS | Peking University | postdoctoral researcher
Academic Achievements
- Papers
- [1] Lu Wenxia, He Kai﹡, Exemplar-Based Inpainting Algorithm with Rotation or Scaling Transformation, Laser & Optoelectronics Process, (Accepted, Paper ID: l171295，Submission Date: Sep. 17, 2017)
- [2] HE Kai, Yan Jiaxing, Wei Ying, Wang yang, Non-Rigid Image Registration Using Improved Optical Flow Field [J], Journal of Tianjin University (Science and Technology), (Accepted, Paper ID: z201705050). (in Chinese)
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- [3] He Kai, Niu Junhui, Shen Chengnan, Lu Wenxia, Image Inpainting Algorithm with Adaptive Patch Using SSIM [J], Journal of Tianjin University (Science and Technology), (Accepted, Paper ID: z201704066).(in Chinese)
- [4] Kai HE, Jun-hui NIU, Cheng-nan Shen, Wen-xia LU, Effective Image Inpainting of Natural Textures with Gradually Changed Illumination, Signal, Image and Video Processing. (Submitted, Submission Date: Mary, 9, 2017, Paper ID: SIVP-D-17-00316 )
- [5] He Kai, Zhen Rui, Yan Jiaxing, Ge Yunfeng, Single-Image Shadow Removal Using 3D Intensity Surface Modeling, IEEE Transaction. image processing, 2017, 26(12): 6046-6060. (SCI: 000412433800004, EI Compendex: 20174004236638 )
- [6] He Kai, Ge Yunfeng, Zhen Rui, Yan Jiaxing, Fast Adaptive Support-Weight Stereo Matching Algorithm, Transactions of Tianjin University. 2017, 23(3): 295-300. (EI Compendex: 20171203459369)
- [7] He Kai, Gao Junqiao, Lu Wenxia, Image Inpainting Algorithm Based on Improved Confidence Function and Matching Criterion, Journal of Tianjin University (Science and Technology), 2017, 50(4):399-404. (EI Compendex: 20172803930210).
- [8] He Kai, Wang Xiaowen, Ge Yunfeng, Adaptive Support-Weight Stereo Matching Algorithm Based on SIFT Descriptors, Journal of Tianjin University (Science and Technology), 2016，49(9):978-983. (EI Compendex: 20163802829283). (in Chinese).
- [9] Wang Xinlei, He Kai﹡, Wang Xiaowen, Speed-up Implementation of Guided Filtering Approach Based on CUDA, Journal of Jilin University (Information Science Edition), 2016, 34(1): 104-110. (in Chinese)
- [10] HE Kai, ZHANG Li-ying, GAO Jun-qiao, Robust image inpainting algorithm based on isophote [J], Journal of Jilin University (Engineering and Technology Edition), 2016, 46(3):929-933. (EI Compendex: 20162002402792) . (in Chinese)
- [11] He, Kai, Yao, Jing-Xian, Chang, Hsien-Tsung. Estimation of physical activity walking in different slopes based on accelerometer approach. The International Workshop on Innovative Computational Technologies and Its Applications (ICTA 2015) and Its Applications (ICTA 2015) in conjunction with the 14th IEEE International Conference on Ubiquitous Computing and Communications (IUCC 2015), October 26-28, 2015, Liverpool, UK. (EI Compendex: 20161802314705)
- [12] HE Kai, ZHU Cheng-Tao, YAO Jing-Xian, Stereo Matching Algorithm Based on Double Weighting Aggregation [J], Journal of Jilin University (Engineering and Technology Edition), 2015, 45(7): 1318-1323. (in Chinese) (EI Compendex: 20153701259103).
- [13] He Kai, Zheng Huan, Zhang LiYing, Image Completion Algorithm based on Rotation and Scale Space Expansion [J], Journal of Tianjin University (Science and Technology), 2015，48(7): 652-657. (in Chinese) (EI Compendex: 20153401199341).
- [14] WU Chun-fang, HE Kai﹡, GE Yun-feng, A stable texture classification approach based on extreme learning machine, Journal of Optoelectronics﹒Laser, 2015, 26(4): 752-757. (in Chinese) (EI Compendex: 20152200887536).
- [15] ZHU Zhenwu, HE Kai﹡, WANG Xinlei, Real-Time Electronic Image Stabilizing Approach Based on CUDA and Kalman Predictor [J], Journal of Jilin University (Information Science Edition), 2015, 33(1): 45-51. (in Chinese)
- [16] Cheng-Tao Zhu, Yau-Zen Chang, Huai-Ming Wang, Kai He, Efficient Stereo Matching with Decoupled Dissimilarity Measure Using Successive Weighted Summation[J], Mathematical Problems in Engineering, (Volume 2014, Article ID 127284, 1-9) (SCI: 000330406800001)(EI Compendex: 20140817346532)
- [17] KONG Xiangwen, HE Kai﹡, ZHANG Weiwei, Fast Shadow Detection Approach for Single Images Based on Paired Regions [J], Journal of Data Acquisition and Processing, 2014，29(1): 95-100. (in Chinese)
- [18] HE Kai, MU Xing, ZOU Gang, Improved segment-based 3D surface stereo matching algorithm [J], Journal of Jilin University (Engineering and Technology Edition), 2014, 44(1): 219-224. (in Chinese) (EI Compendex: 20140517253065).
- [19] He Kai, Lv Liang, Meng Chunzhi, Adaptive Blotch Detection Method for Old Films Based on Statistics [J]，Journal of Tianjin University (Science and Technology), 2014，47(5): 427-432. (in Chinese) (EI Compendex: 20142817924697).
- [20] Hailong He, Kai He﹡ and Gang Zou, A Lorentzian Stochastic Estimation for Video Super Resolution with Lorentzian Gradient Constraint, IEEE Transactions on Consumer Electronics. 2012, 58(4): 1294-1300. (SCI: 000314168700026) (EI Compendex: 20130615984933) (paper ID: 10727).
- [21] HE Kai, Zhang Weiwei, Kong Xiangwen, An Automatic Classification Approach to Vignetting Texture Images [J], Journal of Tianjin University (Science and Technology) , 2013，46(6)：526-530. (in Chinese) (EI Compendex: 20132916508851).
- [22] [43] He Kai, Mu Cong-chong, Yuan Zhong-wen, He Hai-long, Zou Gang, Fast Stabilization Algorithm of Dynamic Scene Video with Multiple Foreground Objects, Journal of Chongqing University, 2012, 35(10): 93-98. (in Chinese) (EI Compendex: 20125015786842)
- [23] Zou Gang, He Kai﹡, He Hai-long, Zhuo Lei, Electronic Image Stabilization Algorithm of Jitter Video, Journal of Jilin University (Information Science Edition), 2012, 30(5): 487-491. (in Chinese)
- [24] Wang Wei, He Kai﹡, Huang Yi, Research on downlink interference mitigation for two-tier wireless heterogeneous networks [J], Information Technology, 2012, (8): 71-76. (in Chinese)
- [25] Zhang Weiwei, He Kai﹡, Meng Chunzhi, Texture synthesis method by adaptive selecting size of patches [J], Computer Engineering and Applications, 2012, 48(17): 170-173. (in Chinese)
- [26] He Kai, He Hai-long, Zou Gang, Yuan Zhong-wen, Mu Cong-chong, Best matching point Extraction Based on Correlative Constraint Matching and Projective Constraint, Journal of Jilin University (Engineering and Technology Edition), 2012, 42(3): 749-753. (in Chinese) (EI Compendex: 20122715199875).
- [27] He Kai, Jiao Qing-lan, Meng Chun-zhi, Wang Wei, Non-regular Texture Completion Algorithm in Large Region [J], Journal of Tianjin University (Science and Technology), 2012, 45 (4): 314-318. (in Chinese) (EI Compendex: 20122515137772)
- [28] Meng Chunzhi, He Kai﹡, Jiao Qinglan, Image completion method with adaptive patch size [J], Journal of Image and Graphics, 2012, 17(3): 337-341. (in Chinese)
- [29] HE Kai, PANG Peng-fei, ZHANG Wei-wei, WANG Jian, Automatic Classification Method for Low-Dimensional Nanomaterials Based on SEM Image, Nanotechnology and Precision Engineering, 2012, 10(1): 24-29. (in Chinese) (EI Compendex: 20120614748652)
- Patents
- [1] 22. He Kai, Niu Junhui, Shen Chengnan, Huang Wanrong, Image Inpainting Algorithm with Adaptive Patch Using Improved SSIM, National Invention Patent, Patent Application Number: 2017, Serial Number: 2017, Application Date: 2017.
- [2] 21. He Kai, Lu Wenxia, Shen Chengnan, Huang Wanrong, Exemplar-Based Inpainting Algorithm with Rotation or Scaling Transformation, National Invention Patent, Patent Application Number: 201711068055.6, Serial Number: 2017110300590670, Application Date: Nov.3, 2017.
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- [3] 20. He Kai, Lu Wenxia, Shen Chengnan, Huang Wanrong, Improved Criminisi Algorithm Based on Image Local Feature Information, National Invention Patent, Patent Application Number: 201711068054.1, Serial Number: 2017110300590610, Application Date: Nov.3, 2017.
- [4] 19. He Kai, Yan Jiaxing, Wei Ying, Wang Yang, An Improved Optical Flow Field Algorithm Based on Feature Vector, National Invention Patent, Patent Application Number: 201711059909.4, Serial Number: 2017110200342700, Application Date: Nov.2, 2017.
- [5] 18. He Kai, Yan Jiaxing, Wei Ying, Wang Yang, An Improved Optical Flow Field Algorithm, National Invention Patent, Patent Application Number: 201711058124.5, Serial Number: 2017110103885360, Application Date: Nov.1, 2017.
- [6] 17. He Kai, Zhen Rui, Huang Wanrong, Shen Chengnan, Single Shadow Removal Algorithm Based on Block-Matched Adaptive Light Transfer, National Invention Patent, Patent Application Number: 201710987937.6, Serial Number: 2017102100154210, Application Date: Oct. 21, 2017.
- [7] 16. He Kai, Ge Yunfeng, Yan Jiaxing, Zhen Rui, Wei Ying, A Stereo Matching Algorithm Based on Improved Weighting Aggregation, National Invention Patent, Patent Application Number:, Application Date: Nov. 1, 2016.
- [8] 15. He Kai, Gao Junqiao, Lu Wenxia, Niu Junhui, A Multi-Scale Image Inpainting Algorithm Based on Structural Information, National Invention Patent, Patent Application Number:, Application Date: Nov. 1, 2016.
- [9] 14. He Kai, Ge Yunfeng, Yan Jiaxing, Zhen Rui, A Fast Adaptive Support-Weight Stereo Matching Algorithm, National Invention Patent, Patent Application Number: 2016108190944, Application Date: Sep. 13, 2016.
- [10] 13、He Kai, Gao Junqiao, Lu Wenxia, An Image Inpainting Algorithm Based on Improved Confidence Function, National Invention Patent, Application Number: 2016108104830, Application Date: Sep. 8, 2016.
- [11] 12. He Kai, Wang Xinlei, Wang Xiao_wen, Ge Yun_feng, An Improved Speed-up Guided Filtering Approach Based on CUDA, National Invention Patent, Patent License Number: 201510324806.0, Application Date: Jun. 15, 2015.
- [12] 11. He Kai, Wang Xiaowen, Ge Yunfeng, Yao Jingxian, Adaptive Support-Weight Stereo Matching Algorithm Based on SIFT Descriptors, National Invention Patent, Patent License Number: 201510325507.9, Serial Number: 2017110202097550, Application Date: Jun. 15, 2015, Announcement Date: Nov. 7, 2017.
- [13] 10. He Kai, Zhang Liying, Gao Junqiao, An Image Inpainting Algorithm based on Isophote, National Invention Patent, Patent License Number: 201510025336.8, Serial Number: 2017091500138070, Application Date: Jan. 19, 2015, Announcement Date: Sep. 20, 2017.
- [14] 9. He Kai, Wu Chunfang, Ge Yunfeng, A Texture Classification Approach Based on ELM, National Invention Patent, Patent License Number: 2015100254604, Serial Number: 2017082900099840, Application Date: Jan. 19, 2015, Announcement Date: Sep. 1, 2017.
- [15] 8. He Kai, Zhu Chengtao, Yao Jingxian, Wang Xiaowen, A Stereo Matching Algorithm Based on Double Weighting Aggregation, National Invention Patent, Patent License Number: 201410158102.6, Application Date: Apr. 18, 2014, Announcement Date: Aug. 11, 2017.
- [16] 7. He Kai, Lv Liang, Zheng Huan, Mu Xing, An Adaptive Blotches Detection Method for Old Films, National Invention Patent, Patent License Number: 201310198332.0, Application Date: May 24, 2013.
- [17] 6. He Kai, Wang Wei, Lv Liang, Mu Xing, An Interference Suppression Approach in Macrocell and Femtocell Scenes, National Invention Patent, Patent License Number: 201210295402.X, Application Date: August 20, 2012, Date of Authorization Proclamation: Jan. 06, 2015.
- [18] 5. He Kai, Zhang Wei_wei, Kong Xiang_wen, Wang Wei, An shadow removal from single image with intensity surface modeling, National Invention Patent, Patent License Number: 201210046007.8, Application Date: Feb. 27, 2012.
- [19] 4. He Kai, Kong Xiang_wen, Zhang Wei_wei, Meng Chun_zhi, An vignetting correction method with intensity surface modeling, National Invention Patent, Patent License Number: 201210045873.5, Patent Publication Application Date: Feb. 27, 2012.
- [20] 3. He Kai, Pang Peng_fei, Zhang Wei_wei, Ge Jing_xiang, Automatic Classification Method for Low-Dimensional Nanomaterials Based on SEM Image, National Invention Patent, Patent License Number: 201110059385.5, Patent Publication Number: CN102183535A, Application Date: Mar. 11, 2011.
- [21] 2. He Kai, Mu Cong_chong, Yuan Zhong_wen, Zou Lei, He Hai-long, Fast Stabilization Algorithm of Dynamic Scene Video with Multiple Foreground Objects, National Invention Patent, Patent License Number: 201110039219.9, Patent Publication Number: CN102088544A, Application Date: Feb. 17, 2011.
- [22] 1. He Kai, Jiao Qing-lan, Meng Chun-zhi, Wang Wei, A Non-regular texture image completion approach in large-scale region, National Invention Patent, Patent Application Number: 201010570647.X, Patent License Number: CN102063705A, Application Date: Dec. 2, 2010.