About Me
Jin Ma received his bachelor's degree and master's degree from Xi'an Jiantong University in China. He is currently pursuing PhD degree in the School of Computing at Clemson University.
Research Topics & Interests: media forensics, adversarial attack & defense, image segmentation, image retrieval
Email: majinwakeup@gmail.com
Google Scholar: Jin Ma's Google Scholar
Github: https://github.com/MaJinWakeUp
Selected Publication
Ma, J., Li, J., Guo, Q., Zhang, T., Lin, Y., Yu, H.(2023). RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection. arxiv.
Sun, H., Ma, J., Guo, Q., Zou, Q.,Song, S., Lin, Y., Yu, H.(2023). Coarse-to-fine Task-driven Inpainting for Geoscience Images. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).
Li, J., Xu, R., Ma, J., Zou, Q., Ma, J., Yu, H. (2023). Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather. IEEE Winter Conference on Application of Computer Vision (WACV).
Hatay, E., Ma, J., Sun, H., Fang, J., Gao, Z., Yu, H. (2021). Learning to Detect Phone-related Pedestrian Distracted Behaviors with Synthetic Data. IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW).
Ma, J., Pang, S., Yang, B., Zhu, J., Li, Y. (2020). Spatial-Content Image Search in Complex Scenes. IEEE Winter Conference on Application of Computer Vision (WACV).
Pang, S., Ma, J., Xue, J., Zhu, J., Ordonez, V. (2018). Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval. IEEE Transactions on Multimedia.
Pang, S., Ma, J., Zhu, J., Xue, J., Tian, Q. (2018). Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion. IEEE Transactions on Multimedia.
Education
Ph.D. Computer Science, Clemson University, 2023--present.
Ph.D. Computer Science, Cleveland State University, 2021--2023.
M.E. Software Engineering, Xi'an Jiaotong University, 2016--2019.
B.S. Information and Computing Science, Xi'an Jiaotong University, 2012--2016.
Work Experience
Algorithm engineer, Chengdu Hsintiao Medical and Technology Company. October 2020–July 2021.
R&D engineer, Southeast Research Institute, China Unicom. Augest 2019–September 2020.