Fengyi Wu

Fengyi Wu

PhD Candidate, UESTC

Fengyi Wu

I am pursuing my Ph.D. degree at SICE, UESTC, supervised by Prof. [Zhenming Peng]. Currently, my research interests focus on optimization-based methods with applications in signal and image processing, learning, and computer vision.

Education

  • B.Eng., EIE, UESTC, China, 2017-2021.
  • M.Eng., SICE, UESTC, China, 2021-2023.
  • Ph.D. Candidate, SICE, UESTC, China, 2023-present.

Publication

# means equal contribution; * means corresponding author, 🎈 for the current major, 🍭 for some interesting avocations.

Journal Article

  1. Wu, F., Liu, A., Zhang, T., Zhang, L., Luo, J., & Peng, Z.* (2025). Saliency at the Helm: Steering Infrared Small Target Detection with Learnable Kernels. IEEE Transactions on Geoscience and Remote Sensing. [link][code] 🎈
  2. Wu, F., Yu, H., Liu, A., Luo, J., & Peng, Z.* (2023). Infrared Small Target Detection Using Spatio-Temporal 4D Tensor Train and Ring Unfolding. IEEE Transactions on Geoscience and Remote Sensing. [link][code] (ESI Highly Cited Paper)🎈
  3. Huang, Z., Wu, F., Zheng, Q., Xiong, H., Fang, J., Liu, M., … & Fu, H.* (2021). Structure and emission properties of barium calcium aluminates synthesized by room-temperature solid-state reaction approach. Materials Chemistry and Physics, 263, 124418. [link] 🍭
  4. Zheng, Q., Gong, T., Wu, F., Ilyas, N., Huang, Z., Li, Y., … & Fu, H.* (2021). Effect of Sc2O3 addition on the phase composition and electron emission performance of Co-precipitated aluminates for impregnated cathodes. Ceramics International, 47(13), 18831-18837. [link] 🍭
  5. Yi, H., Yang, C., Qie, R., Liao, J., Wu, F., Pu, T., & Peng, Z.* (2023). Spatial-Temporal Tensor Ring Norm Regularization for Infrared Small Target Detection. IEEE Geoscience and Remote Sensing Letters, 20, 1-5. [link] 🎈
  6. Li, Z., Cao, S., Deng, J., Wu, F., Wang, R., Luo, J., & Peng, Z.* (2024). STADE-CDNet: Spatial–Temporal Attention With Difference Enhancement-Based Network for Remote Sensing Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing. [link] 🎈

Conference Paper

  1. Wu, F.#, Zhang, T.#, Li, L., Huang, Y., & Peng, Z.* (2024). RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 4809-4818). [link][code] 🎈
  2. Cao, S., Lian, R., Zhang, Y., Wu, F., & Peng, Z.* (2022, December). Infrared dim target detection via hand-crafted features and deep information combination. In 2022 IEEE 17th Conference on Industrial Electronics and Applications (ICIEA) (pp. 632-635). IEEE. [link] 🎈