Multi-modal Affect Analysis using standardized data within subjects in the Wild

no code implementations • 7 Jul 2021 • Sachihiro Youoku, Takahisa Yamamoto, Junya Saito, Akiyoshi Uchida, Xiaoyu Mi, Ziqiang Shi, Liu Liu, Zhongling Liu, Osafumi Nakayama, Kentaro Murase

Therefore, after learning the common features for each frame, we constructed a facial expression estimation model and valence-arousal model using time-series data after combining the common features and the standardized features for each video.

Time Series Time Series Analysis

HiCOMEX: Facial Action Unit Recognition Based on Hierarchy Intensity Distribution and COMEX Relation Learning

no code implementations • 23 Sep 2020 • Ziqiang Shi, Liu Liu, Zhongling Liu, Rujie Liu, Xiaoyu Mi, and Kentaro Murase

The features are input to a bidirectional long short-term memory (BiLSTM) layer for learning the intensity distribution.

Action Unit Detection Facial Action Unit Detection +2