Deep Architectures and Ensembles for Semantic Video Classification
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2018.2881842
Abstract: This paper addresses the problem of accurate semantic labeling of short videos. To this end, a multitude of three different deep nets, ranging from traditional recurrent neural 4 networks (LSTM, GRU), temporal agnostic networks (FV,… read more here.
Keywords: performance; state art; video classification; deep architectures ... See more keywords
Benchmarking of Deep Architectures for Segmentation of Medical Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3180435
Abstract: In recent years, there were many suggestions regarding modifications of the well-known U-Net architecture in order to improve its performance. The central motivation of this work is to provide a fair comparison of U-Net and… read more here.
Keywords: benchmarking deep; deep architectures; training; architectures segmentation ... See more keywords