3 papers
eess.IV2024
PSTAIC regularization for 2D spatiotemporal image reconstruction
Deepak G Skariah, Muthuvel Arigovindan
We propose a model for restoration of spatio-temporal TIRF images based on infimal decomposition regularization model named STAIC proposed earlier. We propose to strengthen the STA…
eess.IV2024
STAIC regularization for spatio-temporal image reconstruction
Deepak G Skariah, Muthuvel Arigovindan
We propose a regularization-based image restoration scheme for 2D images recorded over time (2D+t). We design an infimal convolution-based regularization function which we call spa…
eess.IV2021
Generalized Hessian-Schatten Norm Regularization for Image Reconstruction
Manu Ghulyani, Deepak G Skariah, Muthuvel Arigovindan
Regularization plays a crucial role in reliably utilizing imaging systems for scientific and medical investigations. It helps to stabilize the process of computationally undoing an…