Iterative Support Detection-Based Split Bregman Method for Wavelet Frame-Based Image Inpainting. - Liangtian He; Yilun Wang (IEEE Trans. Image Process., 2014)

Linear spatial pyramid matching using non-convex and non-negative sparse coding for image classification. - Chengqiang Bao; Liangtian He; Yilun Wang (ChinaSIP, 2015)

Wavelet Frame Based Image Restoration Using Sparsity, Nonlocal and Support Prior of Frame Coefficients. - Liangtian He; Yilun Wang (CoRR, 2015)

Wavelet frame truncated ℓ1-regularized image deblurring. - Liangtian He; Yilun Wang; Chengqiang Bao; Nan Zhou (WCSP, 2016)

Image smoothing via truncated ℓ 0 gradient regularisation. - Liangtian He; Yilun Wang (IET Image Process., 2018)

Support driven wavelet frame-based image deblurring. - Liangtian He; Yilun Wang; Zhaoyin Xiang (Inf. Sci., 2019)

Wavelet frame-based image restoration using sparsity, nonlocal, and support prior of frame coefficients. - Liangtian He; Yilun Wang; Zhaoyin Xiang (Vis. Comput., 2019)

How does Color Constancy Affect Target Recognition and Instance Segmentation? - Siyan Xue; Shaobing Gao; Minjie Tan; Zhen He; Liangtian He (ACM Multimedia, 2021)

Single image restoration through ℓ2-relaxed truncated ℓ0 analysis-based sparse optimization in tight frames. - Liangtian He; Yilun Wang; Jun Liu 012; Chao Wang 091; Shaobing Gao (Neurocomputing, 2021)

A support-denoiser-driven framework for single image restoration. - Liangtian He; Yilun Wang; Shaobing Gao (J. Comput. Appl. Math., 2021)

Wavelet Frame-Based Image Restoration via $ ell _2$-Relaxed Truncated $ ell _0$ Regularization and Nonlocal Estimation. - Liangtian He; Yilun Wang; Jin-Jin Mei; Jun Liu 012; Chao Wang 091 (IEEE Signal Process. Lett., 2021)

A Theoretically Guaranteed Quaternion Weighted Schatten p-norm Minimization Method for Color Image Restoration. - Qing-Hua Zhang; Liangtian He; Yilun Wang; Liang-Jian Deng; Jun Liu 012 (CoRR, 2023)

SLN-RED: Regularization by Simultaneous Local and Nonlocal Denoising for Image Restoration. - Liangtian He; Qinghua Zhang; Xuesong Yang; Yilun Wang; Chao Wang 091 (IEEE Signal Process. Lett., 2023)

Pyramid feature boosted network for single image dehazing. - Guangrui Hu; Anhui Tan; Liangtian He; Haozhen Shen; Hongming Chen 003; Chao Wang 091; Huandi Du (Int. J. Mach. Learn. Cybern., 2023)

FDDN: frequency-guided network for single image dehazing. - Haozhen Shen; Chao Wang 102; Liang-Jian Deng; Liangtian He; Xiaoping Lu; Mingwen Shao; Deyu Meng (Neural Comput. Appl., 2023)

Illumination Distribution Prior for Low-light Image Enhancement. - Chao Wang 091; Yang Zhou; Liangtian He; Fenglai Lin; Hongming Chen 003; Liang-Jian Deng (ACM Multimedia, 2024)

Biologically inspired image invariance guided illuminant estimation using shallow and deep models. - Shaobing Gao; Liangtian He; Yongjie Li 001 (Expert Syst. Appl., 2024)

Quaternion weighted Schatten p-norm minimization for color image restoration with convergence guarantee. - Qinghua Zhang; Liangtian He; Yilun Wang; Liang-Jian Deng; Jun Liu 012 (Signal Process., 2024)

Denoiser-guided image deconvolution with arbitrary boundaries and incomplete observations. - Liangtian He; Shaobing Gao; Liang-Jian Deng; Yilun Wang; Chao Wang 091 (Signal Process., 2024)

HFAN: High-Frequency Attention Network for hyperspectral image denoising. - Chuan-Sheng Yang; Chao Zhang; Haozhen Shen; Tong Peng; Chao Wang 091; Liang-Jian Deng; Hongming Chen 003; Liangtian He (Int. J. Mach. Learn. Cybern., 2024)

Quaternion-based deep image prior with regularization by denoising for color image restoration. - Qinghua Zhang; Liangtian He; Shaobing Gao; Liang-Jian Deng; Jun Liu 012 (Signal Process., 2025)

MDFormer: Multi-Scale Downsampling-Based Transformer for Low-Light Image Enhancement. - Yang Zhou; Liangtian He; Liang-Jian Deng; Hongming Chen 003; Chao Wang 091 (IEEE Signal Process. Lett., 2025)

Biological Vision Inspired Context-Awareness Network for Various Non-Generic Object Detection. - Chen Liang; Shaobing Gao; Liangtian He; Yiguang Liu (IEEE Trans. Circuits Syst. Video Technol., 2025)