Segmentation of Apple Diseased Leaves by Multiscale Feature Extraction UNet Modeling. - Xiuman Liang; Shaopin Gao (CSAIDE, 2024)

GUCL: Generalization of underwater color-line model for underwater image enhancement. - Xinzhe Yao; Xiuman Liang; Haifeng Yu; Zhendong Liu; Zhigang Zhao (Comput. Electr. Eng., 2024)

Lightweight safety helmet detection algorithm using improved YOLOv5. - Hongge Ren; Anni Fan; Jian Zhao; Hairui Song; Xiuman Liang (J. Real Time Image Process., 2024)

CMRG-CycleGAN: Color-line module and retinex guided CycleGAN for underwater image enhancement. - Xiuman Liang; Jincheng Wang; Haifeng Yu; Zhendong Liu (Digit. Signal Process., 2025)

Fast fusion-based underwater image enhancement with adaptive color correction and contrast enhancement. - Xinzhe Yao; Xiuman Liang; Haifeng Yu; Zhendong Liu (Earth Sci. Informatics, 2025)

Hcl-yolo: a lightweight and efficient underwater object detection algorithm. - Xiuman Liang; Teng Zhang; Haifeng Yu; Zhendong Liu (J. Real Time Image Process., 2025)

Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n. - Xiuman Liang; Teng Zhang; Haifeng Yu; Zhendong Liu (J. Real Time Image Process., 2025)

Underwater image enhancement based on color-line model and color correction. - Xiuman Liang; Zhigang Zhao; Haifeng Yu; Zhendong Liu; Ruicheng Zhang (Signal Image Video Process., 2025)