Introduction
个人简介
I am currently with the School of Ocean Information Engineering, Jimei University, located in the beautiful coastal city of Xiamen. My research focuses on optoelectronic information processing, intelligent perception, and animal pose estimation, with particular applications in marine and underwater environments.
I received my Ph.D. from the School of Physics, Northeast Normal University in June 2026, advised by Prof. Huang Jipeng. I obtained my bachelor’s degree in 2019 and master’s degree in 2022 from the same university, under the supervision of Prof. Lianming Wang. I previously worked at the Intelligent Perception and Optoelectronic Information Processing Group in Changchun.
我目前任职于集美大学海洋信息工程学院，学校坐落于美丽的海滨城市厦门。我的研究方向为光电信息处理、智能感知与动物姿态估计，尤其面向海洋与水下环境的应用。
我于 2026 年 6 月获东北师范大学物理学院博士学位，导师为黄继鹏教授。我于 2019 年和 2022 年分别获得该校学士和硕士学位，导师为王连明教授。此前曾在长春的智能感知与光电信息处理组开展研究工作。
🔥 News
- 2026.10: 🎉 AnimalPoseTracker is released as open source under GPL-3.0 — cross-species animal pose estimation, from labelling to deployment, with multi-camera 3D. The documentation is online and still being expanded.
🔥 最新动态
- 2026.10: 🎉 AnimalPoseTracker 开源发布（GPL-3.0）—— 面向跨物种动物姿态估计，覆盖从标注到部署的完整流程，支持多相机三维重建。文档 已上线，内容仍在持续完善。
Research Interests
- Cross-species pose estimation and applications
- Underwater visual perception
- Low-altitude intelligent perception and understanding
- Edge intelligence
研究方向
- 跨物种姿态估计与应用
- 水下视觉感知
- 低空智能感知与理解
- 边缘智能
Experience
经历
Publications
出版物
2026
➤ Corresponding Author Jie, T., Hua, R., Wu, X., & Wang, L. (2026). A data-driven miniature water-flow vector sensor via dynamic pressure gradient inversion. Ocean Engineering, 368, 128388.
➤ First Author Wu, X., Wang, Y., Wang, L., Huang, J. (2026). Cross-species animal pose estimation via feature map orthogonal decomposition decoder. Engineering Applications of Artificial Intelligence, 163, 112749. Code
➤ Liu, Y., Wu, X., Zhou, C., Yao, D., Zhang, Q., Huang, J., Meng, Y., & Song, L. (2026). Image-free three-dimensional human pose estimation based on single-pixel imaging with extremely low sampling rate. Optics and Lasers in Engineering, 201, 109715.
➤ Li, J., Gao, Y., Yan, Y., Li, Z., Wu, X., & Huang, J. (2026). Vision-tactile sensor fusion system for fabric sorting and robotic grasping in textile recycling. IEEE Sensors Journal, 26(5), 7645-7658.
2025
➤ First Author Wu, X., Wang, L., & Huang, J. (2025). AnimalRTPose: Faster cross-species real-time animal pose estimation. Neural Networks, 190, 107685. Code
➤ First Author Wu, X., Zhou, C., Li, B., Huang, J., Meng, Y., & Song, L. (2025). Cross-species pose estimation via ultra-low compression ratio array-light-based single-pixel imaging. Optics and Lasers in Engineering, 194, 109198.
➤ First Author Wu, X., Zhou, C., Li, B., Huang, J., Meng, Y., Song, L., & Han, S. (2025). Image-free cross-species pose estimation via ultra-low sampling rate single-pixel camera. Chinese Optics Letters, 23(9), 091101. Code
➤ He, Y., Wu, X., & Huang, J. (2025). Dual-mode NIR spectroscopy integrating characteristic wavelengths and broadband spectra for non-invasive glucose measurement. Infrared Physics & Technology, 151, 106126.
➤ Wang, Y., Wu, X., Liu, X., Chu, F., Liu, H., & Han, Z. (2025). Label smoothing regularization-based no hyperparameter domain generalization. Knowledge-Based Systems, 309, 112877.
2024
➤ First Author Wu, X., Huang, J., & Wang, L. (2024). LUO-V2 and MSPerception: A multi-fin co-drive robotic fish and its multi-sensor-based experimental system. Ocean Engineering, 312, 119273.
➤ First Author Wu, X., Zhang, L., Huang, J., & Wang, L. (2024). Underwater image enhancement via modeling white degradation. IEEE Journal of Oceanic Engineering, 49(4), 1220–1232.
➤ First Author Wu, X., Huang, J., & Wang, L. (2024). Pose estimation-based visual perception system for analyzing fish swimming. IEEE Sensors Journal, 24(8), 13293–13303. Code
➤ Zhang, Q., Wu, X., Wang, L., & Huang, J. (2024). Self-equilibrium segmentation of near-infrared images of dental microcracks. Infrared Physics & Technology, 138, 105246.
2023
➤ Feng, D., Zhou, C., Huang, J., Luo, G., & Wu, X. (2023). Design and implementation of gesture recognition system based on flex sensors. IEEE Sensors Journal, 23(24), 31389–31398.
➤ 王连明, 吴鑫 (2023). 基于姿态估计的物体3D运动参数测量方法. 吉林大学学报（工学版）, 53(7), 2099–2108.
2022
➤ First Author Wu, X., Wang, Y., Chen, L., Zhang, L., & Wang, L. (2022). Motion parameters measurement of user-defined key points using 3D pose estimation. Engineering Applications of Artificial Intelligence, 110, 104667. Code Code
2020
➤ First Author Wu, X., Wei, Z., Hu, Y., & Wang, L. (2020). Traffic sign detection method using multi-color space fusion. 2020 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA), 314–319.