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ZHANG Rumin
Research Assistant Professor
zhangrm@sustech.edu.cn

Dr.Rumin Zhang received his Ph.D degree from Beijing University of Aeronautics and Astronautics and Telecommunications Science and Technology Research Institute in 2015. He joined the School of Microelectronics as a Research Assistant Professor in Southern University of Science and Technology (SUSTech) , Shenzhen, China in 2022. Prior to his appointment in SUSTech, he has gained rich industry experience in DMAI Group as VP of Technology. He has been focusing in the field of artificial intelligence, and has a rich experience in the research and application of computer vision and natural language processing. Dr. Zhang’s research focuses on Light field imaging technology, 3D reconstruction and scene understanding, multi-modal interaction technology, vSLAM, AI compiler, etc., which have widely applications in smart home, intelligent education, pan-entertainment and service robots. He has authored and co-authored more than 30 papers in prestigious journals and conferences proceedings, and he has applied for more than 30 international and national invention patents.

Contact:zhangrm@sustech.edu.cn


Education

2015, Ph.D. in Microelectronics and Solid State Electronics, Beihang University, Beijing, China

2010, M.Sc. in Electronic Science and Technology, Beihang University, Beijing, China

2008, B.Sc. in Optical Information Science and Technology, Qingdao University, Qingdao, China


Employment

2022.04 – Present, Research Assistant Professor, Southern University of Science and Technology, Shenzhen, China

2019.03 – 2022.03, VP of Technology, DMAI Co, Ltd, Guangzhou, China

2019.01 – 2020.12, Principal Research Fellow, University of Limerick, Limerick, Ireland

2018.04 – 2019.03, Visiting Scholar, University of Hong Kong, Hong Kong

2017.03-2019.02, Assistant Researcher, University of Electronic Science and Technology of China, Chengdu, China


Awards

12th ICST Best paper, 2018

 

Research Interest

3D scene reconstruction and understanding  

vSLAM  

Multimodal Interaction  

AI Compiler

 

Research Publications

Journal Papsers

1.Jianwen Chen, Zhen Zeng,Rumin Zhang*, et al. Adaptive illumination normalization via adaptive illumination preprocessing and modified weber-face. Applied Intelligence. Vol.49,872–882(2019)

2.Jinhui Qin, Rumin Zhang*, Lightweight Single Image Super-Resolution with Attentive Residual Refinement Network, Neurocomputing[J], (On Press)(2022)

3. Rumin Zhang, Peng Liu, Dijun Liu, Guobin Su. Reconstruction of refocusing and all-in-focus images based on forward simulation model of plenoptic camera[J]. Optics Communications, Vol.357,1-6 (2015).

4. Shuwei Li,Changhai Man,Ao Shen, Ziyi Guan, Wei Mao, Shaobo Luo, Rumin Zhang and Hao Yu. A Fall Detection Network by 2D/3D Spatio-temporal Joint Models with Tensor Compression on Edge[J]. ACM Transactions on Embedded Computing Systems (TECS).2022/4

5. Zhang Rumin, Yu Ruan, Li Z, et al. Thermionic emission theory and diffusion theory applied to CdTe PV devices[J]. Journal of Semiconductors, 2014, 36(1):012002.

6. Zhang Rumin, Liu Dijun, Su Gguobin, A new method for calculation of majority carrier compensation in photovoltaics[J]. Journal of Semiconductors, 2015, 36(7):074004-5.

7. Rumin ZHANG, Peng LIU, Dijun LIU, Youguang ZHANG. Correction for Registration Error between the Micro-lens Arrayand Photo-sensors in Light Filed Camera[J]. Journal of Computational Information Systems.Vol.11(14),5099-5105(2015).

Conference Papers

1. Jinhui Qin, Lihui Lin, Xiaodan Liang, Rumin Zhang, Liang Lin. Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems. (EMNLP 2020).

2. Rumin Zhang, Yifeng Yang, Wenyi Wang, Jianwen Chen, Liaoyuan Zeng,Sean McGrath et al, An Algorithm for Obstacle Detection based on YOLO and Light Filed Camera, 12th International Conference on Sensing Technology, Limerick, Ireland, 3rd-6th Dec. 2018.

3. Zhen Zeng, Rumin Zhang et al, Adaptive shadow removal algorithm for face images, 12th International Conference on Sensing Technology, Limerick, Ireland, 3rd-6th Dec. 2018.

4. Ji Lin, Rumin Zhang, Jianwen Chen, Liaoyuan Zeng, Liu Jiang et al, Using Hybrid Sensoring Method for Motion Capture in The Standardized Volleyball Techniques Training, 12th International Conference on Sensing Technology, Limerick, Ireland, 3rd-6th Dec. 2018.

5. Lili Zhao, Meng Zhang, Wenyi Wang, Rumin Zhang, Liaoyuan Zeng, Jianwen Chen, High Efficient VR Video Coding Based on Auto Projection Selection Using Transferable Features, IEEE Visual Communications and Image Processing (VCIP), Taichung, Taiwan, 9th-12th Dec.

6. Rumin Zhang, Wenyi Wang, Liaoyuan Zeng, Jianwen Chen et al. A Real-Time Obstacle Detection Algorithm for the Visually Impaired Using Binocular Camera, International Conference in Communications, Signal Processing, and Systems. Springer, Singapore, 2017:1412-1419.

7. Zhang ruimin, Ruanyu, Liu Dijun, Zhang youguang. “All-Focused Light Field Image Rendering,” Pattern Recognition Communications in Computer and Information Science.Vol.484, 32-43(2014).

8. Rumin Zhang, Yao Zheng, etl, An outdoors obstacle detection algorithm based on disparity slicing[C]. Tenth International Conference on Graphics and Image Processing (ICGIP 2018).

Patents:

1. Rumin Zhang , Guo bin SU, Dijun Liu, Visual Navigation Method, Visual Navigation Device And Robot, US Patent, US2016/0335775. (Authorized)

2. Rumin Zhang, Dijun Liu, Guobin Su, Visual Navigation Methods and Devices and Robots. Invention Patent, ZL.201410062704.1. (Authorized)

3. Rumin Zhang, Dijun Liu, Guobin Su,3D Image Display Device and Method and Mobile Terminal. Invention Patent, ZL.201410097574.5 (Authorized)

4. Rumin Zhang, Wendong Gan, Wenyi Wang, et al., A Simulation System and Method based on VR for driving, ZL.201710375620.7 (Authorized)

5. Rumin Zhang, Li Liu et al., An Object Contour Extraction Method Based on Mask-RCNN, ZL.201810810429.5 (Authorized)

6. Rumin Zhang, Zhen Zeng et al., An Adaptive Image Illumination Method and System, ZL.201810863971.7 (Authorized)

7. Rumin Zhang, Wenyi Wang, An Optical Field Camera Cater for Mobile Terminal (Utility model), ZL. 202022278381.3 (Authorized)

8. Rumin Zhang, An Automatic Plane Geometry Problem Generation Method and System , ZL 202010526255.7(Authorized)

9. Rumin Zhang, Yan Gao et al., An Automatic Interactive Intelligent Education System and Method, ZL 201811420225.7 (Authorized)

10. Rumin Zhang, Weitong Cai, Et al., An Optical Field Super-resolution Reconstruction Method combining Multi-semantic Texture Features, ZL 201811328290.7 (Authorized)

11. Liaoyuan Zeng, Rumin Zhang, Ji Lin, Jianwen Chen et al., A Step Speed Measurement Method Based on RGB Image, ZL.2018105891195.(Authorized)

12. Yimin Lin, Rumin Zhang, Shiguo Lian, A Method and device for Detecting of False Alarm Obstacles. ZL 201680006900.4 (Authorized)

13. Xiongfeng Peng, Rumin Zhang et al., A VR Social System based on Real-time Human 3D Reconstruction Method., ZL.201710375619.4(Authorized)

14. Lili Zhao, Meng Zhang, Wenyi Wang, Rumin Zhang, A Neural Network Based Video Predictive Coding Method, ZL 201810653610.x (Authorized)

15. Yimin Lin, Rumin Zhang, Shiguo Lian. Method and apparatus for detection of false alarm obstacle, US Patent, US10789719B2 (Authorized)