IEEE

Blind Image Deconvolution Using Variational Deep Image Prior

Abstract: Conventional deconvolution methods utilize hand-crafted image priors to constrain the optimization. While deep-learning-based methods have simplified the optimization by end-to-end training, ...
IEEE

A Combined Deconvolution and Gaussian Decomposition Approach for Overlapped Peak Position Extraction From Large-Footprint Satellite Laser Altimeter Waveforms

Abstract: In satellite laser altimetry, it is a challenging task to accurately extract peak positions from full waveforms due to the overlapped or weak peaks within the large laser footprints, which ...
GitHub

Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer (TPAMI 2023)

2023-01 [NEW:tada:] This repository now contains the code of the ICCV paper and the extra contents of the extended version, including: 2. SnowflakeNet: Point Cloud Completion by Snowflake Point ...
GitHub

Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMM

If you want to train the models with Shape Constraint, please install AlphaTransform. Download our simulated galaxy dataset from Google Drive. To train the models ...