The Structure Transfer Machine Theory and Applications
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2954178
Abstract: Representation learning is a fundamental but challenging problem, especially when the distribution of data is unknown. In this paper, we propose a new representation learning method, named Structure Transfer Machine (STM), which enables feature learning… read more here.
Keywords: representation; structure transfer; structure; transfer machine ... See more keywords
Selective Transfer Machine for Personalized Facial Expression Analysis
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2016.2547397
Abstract: Automatic facial action unit (AU) and expression detection from videos is a long-standing problem. The problem is challenging in part because classifiers must generalize to previously unknown subjects that differ markedly in behavior and facial… read more here.
Keywords: machine; selective transfer; xref; transfer machine ... See more keywords