Academic Qualification

Ph.D. in Science, Peking University (1988)

Teaching Area

Signals & Systems

Digital Image Processing

Research Area

Image processing and Pattern Recognition

Working Experience

Peking University: Teaching assistant (1978), lecturer (1982), Associate Professor (1989).

Visiting Scholar, Computer Vision Group in Artificial Intelligence Lab at EECS. University of Michigan, Ann Arbor, MI. USA (1989).

Research Associate, Institute for Advanced Computer Studies, University of Maryland, Collage Park, MA. USA (1990).

ExperVision Inc.(San Jose, CA, USA) Researcher (1991), Senior Researcher (1992), Director of Engineering Department (1994).

CEON Corporation.(Redwood city, CA, USA) Senior Software Engineer(1995), Project lead (1996).

SARATOGA Systems, Inc.(Campbell, CA, USA) Senior Software Engineer(2000), Principal Engineer(2001).

Academic Publication(2023-)

1.      Yunxiang Tian, Xiaolin Tian “A New Lunar Dome Detection Method Based on Improved YOLOv7” Sensors 2023, 23(19), 8304; https://doi.org/10.3390/s23198304

2.      Chen Sun, Xiaolin Tian“ Lunar Dome Detection Method Based on Few-Shot Object Detection”,  August 2023，Journal of Physics Conference Series 2560(1):012010，DOI:10.1088/1742-6596/2560/1/012010

3.      Yu Lyu and Xiaolin Tian*, “MWG-UNet: Hybrid Deep Learning Framework for Lung Fields and Heart Segmentation in Chest X-ray Image, Bioengineering 2023, 10(9), 1091; https://doi.org/10.3390/bioengineering10091091

4.      J. Zhu, J. Liang, X. Tian and P. Yan, "A Deep Learning Approach for Lunar Impact Crater Detection Based on YOLO v7 and CBAM Attention Mechanism," in 2023 8th International Conference on Intelligent Computing and Signal Processing (ICSP), Xi'an, China, 2023 pp. 2078-2081. doi: 10.1109/ICSP58490.2023.10248664

5.      Cheng Li; Hanwen Cui; Xiaolin Tian “A Novel CA-RegNet Model for Macau Wetlands Auto Segmentation Based on GF-2 Remote Sensing Images”  Appl. Sci. 2023, 13(22), 12178; https://doi.org/10.3390/app132212178

6.      Cheng Li, Hanwen Cui, Xiaolin Tian “Remote Sensing Image Segmentation of Wetlands in Macau Based on Machine Learning” Journal of Physics: Conference Series Volume：2665  Issue : 1  Page： 012006 (7pp)  Publication year： 2023  https://doi.org/10.1088/1742-6596/2665/1/012006

7.      Cheng Li , Yunxiang Tian , Xiaolin Tian*, Yikui Zhai*, Hanwen Cui and Mengjie Song “An Advancing GCT-Inception-ResNet-V3 Model for Arboreal Pest Identification” Agronomy 2024, 14(4), 864;  https://doi.org/10.3390/agronomy14040864

8.      Pengcheng Yan , Jiarui Liang , Xiaolin Tian *, Yikui Zhai * “A New Lunar Lineament Extraction Method Based on Improved UNet++ and YOLOv5”, Sensors (Basel) 2024 24(7) : 2256.  doi: 10.3390/s24072256.