Simultaneous multi-slice inverse imaging of the human brain
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-16976-0
Abstract: Ultrafast functional magnetic resonance imaging (fMRI) can measure blood oxygen level dependent (BOLD) signals with high sensitivity and specificity. Here we propose a novel method: simultaneous multi-slice inverse imaging (SMS-InI) — a combination of simultaneous… read more here.
Keywords: resolution; simultaneous multi; slice inverse; multi slice ... See more keywords
Dual Alternating Direction Method of Multipliers for Inverse Imaging
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3167915
Abstract: Inverse imaging covers a wide range of imaging applications, including super-resolution, deblurring, and compressive sensing. We propose a novel scheme to solve such problems by combining duality and the alternating direction method of multipliers (ADMM).… read more here.
Keywords: method multipliers; method; inverse imaging; alternating direction ... See more keywords
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3204527
Abstract: In recent years, advancements in machine learning (ML) techniques, in particular, deep learning (DL) methods have gained a lot of momentum in solving inverse imaging problems, often surpassing the performance provided by hand-crafted approaches. Traditionally,… read more here.
Keywords: neural network; network priors; inverse imaging; imaging problems ... See more keywords