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Multi-task Cross Attention Network in Facial Behavior Analysis. (arXiv:2207.10293v1 [cs.CV])
July 22, 2022, 1:12 a.m. | Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Huyng Kim, Hyung-Jeong Yang
cs.CV updates on arXiv.org arxiv.org
Facial behavior analysis is a broad topic with various categories such as
facial emotion recognition, age and gender recognition, ... Many studies focus
on individual tasks while the multi-task learning approach is still open and
requires more research. In this paper, we present our solution and experiment
result for the Multi-Task Learning challenge of the Affective Behavior Analysis
in-the-wild competition. The challenge is a combination of three tasks: action
unit detection, facial expression recognition and valance-arousal estimation.
To address this …
analysis arxiv attention behavior behavior analysis cv network
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