3 papers
cs.CV2026
Plug-and-Play Volumetric Reconstruction for Compressive Sensing Light-Sheet Microscopy
Jianqing Jia, Yi Gong, Xinyuan Zhang +3
We investigate volumetric reconstruction for compressive sensing light-sheet microscopy (CS-LSM), where fast volumetric imaging is achieved by encoding multiple axial planes into e…
math.OC2025
Signal and Image Recovery with Scale and Signed Permutation Invariant Sparsity-Promoting Functions
Jianqing Jia, Ashley Prater-Bennette, Lixin Shen
Sparse signal recovery has been a cornerstone of advancements in data processing and imaging. Recently, the squared ratio of to norms, , has be…
eess.IV2025
Transformed Gradient Regularization for Image Denoising
Nabiha Choudhury, Jianqing Jia, Yifei Lou
Total variation (TV) regularization is a classical edge-preserving technique widely used across image recovery and reconstruction problems; however, its convex gradient pe…