Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2018.2862631
Abstract: Single-image dehazing is an important low-level vision task with many applications. Early studies have investigated different kinds of visual priors to address this problem. However, they may fail when their assumptions are not valid on… read more here.
Keywords: propagation; learning aggregated; image; aggregated transmission ... See more keywords
Belief propagation for networks with loops
Sign Up to like & getrecommendations! Published in 2021 at "Science Advances"
DOI: 10.1126/sciadv.abf1211
Abstract: A novel belief propagation algorithm is derived for the solution of probabilistic models on networks containing short loops. Belief propagation is a widely used message passing method for the solution of probabilistic models on networks… read more here.
Keywords: propagation; loops belief; belief propagation; networks loops ... See more keywords