Orthogonalized coupled learning and application for face hallucination

Takeshi Nagata,Hidemasa Maekawa,Makiko Suitani, Haruhiko Futada,Kazutoshi Matsuzaki,Akira Sano, Toru Hagiwara,Akiyoshi Hizukuri, Hiromitsu Tomozawa

2016 11th France-Japan & 9th Europe-Asia Congress on Mechatronics (MECATRONICS) /17th International Conference on Research and Education in Mechatronics (REM)（2016）

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摘要

We propose a new coupled learning method with high accuracy and high-speed, and apply to face hallucination and inspect its validity.

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关键词

machine learning,super resolution,face hallucination,PCA,coupled learning

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