EMU: Effective Multi-Hot Encoding Net for Lightweight Scene Text Recognition With a Large Character Set
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3146240
Abstract: Deploying a lightweight deep model for scene text recognition task on mobile devices has great commercial value. However, the conventional softmax-based one-hot classification module becomes a cumbersome obstacle when handling multi-languages or languages with large… read more here.
Keywords: multi; text recognition; scene text; multi hot ... See more keywords
Interaction Mix and Match: Synthesizing Close Interaction using Conditional Hierarchical GAN with Multi‐Hot Class Embedding
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14647
Abstract: Synthesizing multi‐character interactions is a challenging task due to the complex and varied interactions between the characters. In particular, precise spatiotemporal alignment between characters is required in generating close interactions such as dancing and fighting.… read more here.
Keywords: interaction; conditional hierarchical; multi hot; class embedding ... See more keywords