Exploring the Effect of Transfer Learning on Facial Expression Recognition using Photo-Reflective Sensors embedded into a Head-Mounted Display

Author:

Nakamura Fumihiko1ORCID,Sugimoto Maki1ORCID

Affiliation:

1. Keio University, Japan

Funder

Japan Society for the Promotion of Science

Japan Science and Technology Agency

Publisher

ACM

Reference8 articles.

1. Masaaki Fukuoka , Adrien Verhulst , Fumihiko Nakamura , Ryo Takizawa , Katsutoshi Masai , and Maki Sugimoto . 2019. FaceDrive: Facial Expression Driven Operation to Control Virtual Supernumerary Robotic Arms . In SIGGRAPH Asia 2019 XR (Brisbane, QLD, Australia) (SA ’19) . Association for Computing Machinery , New York, NY, USA , 9–10. https://doi.org/10.1145/3355355.336 1888 10.1145/3355355.3361888 Masaaki Fukuoka, Adrien Verhulst, Fumihiko Nakamura, Ryo Takizawa, Katsutoshi Masai, and Maki Sugimoto. 2019. FaceDrive: Facial Expression Driven Operation to Control Virtual Supernumerary Robotic Arms. In SIGGRAPH Asia 2019 XR (Brisbane, QLD, Australia) (SA ’19). Association for Computing Machinery, New York, NY, USA, 9–10. https://doi.org/10.1145/3355355.3361888

2. Steven Hickson , Nick Dufour , Avneesh Sud , Vivek Kwatra , and Irfan Essa . 2019 . Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras. In 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). 1626–1635 . https://doi.org/10.1109/WACV.2019.00178 10.1109/WACV.2019.00178 Steven Hickson, Nick Dufour, Avneesh Sud, Vivek Kwatra, and Irfan Essa. 2019. Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras. In 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). 1626–1635. https://doi.org/10.1109/WACV.2019.00178

3. Intra-/inter-user adaptation framework for wearable gesture sensing device

4. Katsutoshi Masai , Kai Kunze , Daisuke Sakamoto , Yuta Sugiura , and Maki Sugimoto . 2020 . Face Commands - User-Defined Facial Gestures for Smart Glasses. In 2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). 374–386 . https://doi.org/10.1109/ISMAR50242.2020.00064 10.1109/ISMAR50242.2020.00064 Katsutoshi Masai, Kai Kunze, Daisuke Sakamoto, Yuta Sugiura, and Maki Sugimoto. 2020. Face Commands - User-Defined Facial Gestures for Smart Glasses. In 2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). 374–386. https://doi.org/10.1109/ISMAR50242.2020.00064

5. Analyzing the Effect of Diverse Gaze and Head Direction on Facial Expression Recognition with Photo-Reflective Sensors Embedded in a Head-Mounted Display

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