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…
cs.CV2025
A Plug-and-Play Framework for Volumetric Light-Sheet Image Reconstruction
Yi Gong, Xinyuan Zhang, Jichen Chai +2
Cardiac contraction is a rapid, coordinated process that unfolds across three-dimensional tissue on millisecond timescales. Traditional optical imaging is often inadequate for capt…
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…