Gao Zhi 高智

Gao Zhi 高智

Professor

Selected Publications

  1. Zhi Gao*, L‐F Cheong, Y‐X Wang. Block‐Sparse RPCA for Salient Motion Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(10): 1975‐1987 (2014) (IF:16.389)

  2. M Cao, Zhi Gao*, B Ramesh, T Mei, J Cui. A Two- Stage Density-Aware Single Image Deraining Method, IEEE Transactions on Image Processing, 30: 6843- 6854 (2021) (IF: 10.856)

  3. Zhi Gao*, X Zhao, M Cao, Z Li, K Liu and B M Chen. Synergizing Low Rank Representation and Deep Learning for Automatic Pavement Crack Detection, IEEE Transactions on Intelligent Transportation Systems. (IF:9.551) For the proposed PEARL dataset, you can connect us and request on demand, we will provide you the dataset.

  4. M Xia, Jian Yao and Zhi Gao*. A Closed-form Solution for Multi-view Color Correction with Gradient Preservation. ISPRS Journal of Photogrammetry and Remote Sensing (2019): 188-200. (IF: 8.979)

  5. L‐F Cheong, Zhi Gao*. Quasi‐Parallax for Nearly Parallel Frontal Eyes ‐ A Possible Role of Binocular Overlap During Rapid Locomotion. International Journal of Computer Vision, 101: 45‐63 (2014) (IF: 7.410)

  6. Zhi Gao*, R.F Zhai, P.F Wang, X Yan, H Qin, Y.Z Tang, and B. Ramesh. Synergizing Appearance and Motion with Low Rank Representation for Vehicle Counting and Traffic Flow Analysis. IEEE Transactions on Intelligent Transportation Systems, 19(8): 2675‐2685 (2018) (IF: 6.492)

  7. Zhi Gao* H Ji, and B Ramesh. Super EOVNet: Earth-Observation Image based Vehicle Detection Network Leveraging on Simultaneous Super-resolution. IEEE Transactions on Geoscience and Remote Sensing, 12(99): 3352-3561 (2019) (IF: 5.6)

  8. Y.J Zhang*, F Wen, Zhi Gao*, and X Lin. A Coarse‐to‐Fine Framework for Cloud Removal in Remote Sensing Image Sequence. IEEE Transactions on Geoscience and Remote Sensing, 57(8): 1‐12 (2019) (IF: 5.6)

  9. Zhi Gao*, Q Li, R.F Zhai, M Shan, and F Lin. Adaptive and Robust Sparse Coding for Laser Range Data Denoising and Inpainting. IEEE Transactions on Circuits and System for Video Technology, 26(12): 2165‐2175 (2016) (IF: 4.133)

  10. H JI, Zhi Gao*, T.C Mei and Y.F Li. Improved Faster R‐CNN with Multiscale Feature Fusion and Homography Augmentation for Vehicle Detection in Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, 16(11): 1‐5 (2019) (IF: 3.966)

  11. Zhi Gao*, Q Li, and R.F Zhai. Laser Range Data Denoising via Adaptive and Robust Dictionary Learning. IEEE Geoscience and Remote Sensing Letters, 12(8): 1750‐1754 (2015) (IF: 3.966)

  12. X Liu, Zhi Gao*, and Ben M. Chen. MLFcGAN: Multilevel feature fusion-based conditional GAN for underwater image color correction. IEEE Geoscience and Remote Sensing Letters (2019): 1488-1492. (IF: 3.966)

  13. Zhi Gao*, H JI, T.C Mei, and B Ramesh. EOVNet: Earth‐Observation Image based Vehicle Detection Network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, (accept 2019) (IF: 3.784)

  14. Zhi Gao*, M Lao, Y Sang, F Wen, B Ramesh, and R Zhai. Fast Sparse Coding for Range Data Denoising with Sparse Ridges Constraint. Sensors, 18(5): 1449‐1458 (2018) (IF: 3.576)

  15. Zhi Gao*, and H Ji. Transform Learning Based Sparse Coding for LiDAR Data Denoising. IEEE Signal Processing Letters, 26(3): 480‐484 (2019) (IF: 3.109)

  16. Y Tang, Zhi Gao*, F Lin, Y.F Li, and F Wen. Visual Adaptive Tracking for Monocular Omnidirectional Camera. Journal of Visual Communication and Image Representation, 55: 253‐262 (2018) (IF: 2.678)

  17. Zhi Gao*, B Ramesh, W‐Y Lin, P Wang, X Yan, and R.F Zhai. Efficient Velocity Estimation for MAVs by Fusing Motion from Two Frontally Parallel Cameras. Journal of Real‐Time Image Processing, 16: 1‐12 (2018) (IF: 2.358)

  18. Zhi Gao*, P Wang, R.F Zhai, and Y Tang. Lateral Placed Eyes vs Frontally Placed Eyes: Computational Comparison of Their Functions for Ego‐motion Estimation. Journal of the Optical Society of America. A, Optics, image science, and vision, 33(4): 501‐507 (2016) (IF: 2.129)

  19. Zhi Gao*, Q Li, and M Shan. Painting Authentication via Adaptive and Robust Dictionary Learning. ACM Journal on Computing and Cultural Heritage, 8(4): article 22 (2015) (IF: 1.727)

  20. F Wen, Y.J Zhang, Zhi Gao*, and X Lin. Two‐Pass Robust Component Analysis for Cloud Removal in Satellite Image Sequence. IEEE Geoscience and Remote Sensing Letters, 15(7): 1090‐1094 (2018) (IF: 3.966)

  21. B Ramesh*, Z Lim, L Chen, C Xiang, and Zhi Gao*. Scalable Scene Understanding via Saliency Consensus. Soft Computing, 23(7): 2429‐2443 (2019) (IF: 3.643)

  22. X Zheng, B Ramesh, Zhi Gao*, Y Yang, and C Xiang. A Novel Framework for Robust Long‐term Object Tracking in Real‐time. Machine Vision and Applications, 30(3): 529‐539 (2019) (IF: 2.012)

  23. A Lim, B Ramesh*, Y Yang, C Xiang, Zhi Gao*, and F Lin. Real‐time Optical Flow‐based Video Stabilization for Unmanned Aerial Vehicles. Journal of Real‐Time Image Processing, 16: 1‐12 (2017) (IF: 2.358)

  24. Y Zhou, S Lai, H Cheng, A H M Redhwan, P Wang, J Zhu, Zhi Gao*, Z Ma, Y Bi, F Lin, B M Chen. Toward Autonomy of Micro Aerial Vehicles in Unknown and Global Positioning System Denied Environments. IEEE Transactions on Industrial Electronics, 68(8):7642-7651 (2021) (IF: 8.236)

  25. K Liu, Zhi Gao*, F Lin and B M Chen. FG-Conv: Large-Scale LiDAR Point Clouds Understanding Leveraging Feature Correlation Mining and Geometric-Aware Modeling, IEEE International Conference on Robotics and Automation (ICRA), 12896-12902(2021)

  26. X Zhao, Zhi Gao*, Y Zhang and B M Chen. A Target Tracking and Positioning Framework for Video Satellites Based on SLAM. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1887-1894(2020)

  27. B Ramesh*, S Zhang, Z Lee, Zhi Gao*, G Orchard, and C Xiang. Long‐term Object Tracking with a Moving Event Camera. BMVC, 241‐252 (2018)

  28. Zhi Gao*, M Shan, L‐F Cheong, and Q Li. Adaptive and Robust Sparse Coding for Painting Style Analysis. ACCV, Springer: 168‐184 (2014)

  29. Zhi Gao*, L‐F Cheong, and M Shan. Block‐Sparse RPCA for Consistent Foreground Detection. ECCV, Springer: 690‐703 (2012)