Single image restoration through ℓ2-relaxed truncated ℓ0 analysis-based sparse optimization in tight frames. - Liangtian He; Yilun Wang 004; Jun Liu 012; Chao Wang 091; Shaobing Gao (Neurocomputing, 2021)

Wavelet Frame-Based Image Restoration via $ ell _2$-Relaxed Truncated $ ell _0$ Regularization and Nonlocal Estimation. - Liangtian He; Yilun Wang 004; 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 004; 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 004; Chao Wang 091 (IEEE Signal Process. Lett., 2023)

Quaternion weighted Schatten p-norm minimization for color image restoration with convergence guarantee. - Qinghua Zhang; Liangtian He; Yilun Wang 004; 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 004; Chao Wang 091 (Signal Process., 2024)