I work at Intelligent Perception and Optoelectronic Information Processing Group as a Ph.D. in Changchun. I graduated from School of Physics, Northeast Normal University with a bachelor’s degree in 2019 and a master’s degree in 2022, advised by Prof. Lianming Wang. I am currently studying for a Ph.D. in School of Physics, Northeast Normal University, advised by Prof. Huang Jipeng. My research interests are in optoelectronic information processing and intelligent perception, and I am recently working on animal pose estimation.

📖 Educations

✓ 2023.09 - present, Ph.D., School of Physics, Northeast Normal University, Changchun.
✓ 2019.09 - 2022.06, Master, School of Physics, Northeast Normal University, Changchun.
✓ 2015.09 - 2019.06, Undergraduate, School of Physics, Northeast Normal University, Changchun.
✓ 2012.09 - 2015.06, Cangxi Middle School, Guangyuan.

📝 Publications

➤ ​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.

➤ ​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.

➤ ​Wu, X., Wang, L., & Huang, J. (2025). AnimalRTPose: Faster cross-species real-time animal pose estimation. Neural Networks, 190, 107685.

➤ ​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.

➤ ​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.

➤ ​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.

➤ ​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.

➤ ​Wu, X., Huang, J., & Wang, L. (2024). Pose estimation-based visual perception system for analyzing fish swimming. IEEE Sensors Journal, 24(8), 13293–13303.

➤ Wang, L., ​Wu, X. (2023). Method for 3D motion parameter measurement based on pose estimation. Journal of Jilin University (Engineering and Technology Edition), 53(7), 2099–2108.

➤ ​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.

➤ 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.

➤ 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.

➤ Zhang, Q., ​Wu, X., Wang, L., & Huang, J. (2024). Self-equilibrium segmentation of near-infrared images of dental microcracks. Infrared Physics & Technology, 138, 105246.

➤ 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.

➤ 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.