Han, Bin Kim, Hanseob Kim, Gerard Jounghyun Hwang, Jae-In 2024-01-12T02:47:06Z 2024-01-12T02:47:06Z 2023-06-29 2023-03 https://pubs.kist.re.kr/handle/201004/76481 This poster introduces the Masked PER -2013 dataset that can be used to analyze facial emotions in people wearing masks and train a recognizer. The PER-2013 dataset containing face images annotated with seven emotions was modified by synthesizing mask images into the lower portion of the face. Based on the quantitative evaluation, our dataset can improve the accuracy of CNN, VGG, and ResNet models' emotion recognition in masked images by a maximum of 46%. Additionally, as a use case, we present an application that recognizes the emotions of a masked person, generates emotional face animation, and augments it on a real mask during video conferencing. English IEEE COMPUTER SOC Masked FER-2013: Augmented Dataset for Facial Expression Recognition Conference 10.1109/VRW58643.2023.00216 1 30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR), pp.747 - 748 30th IEEE Conference Virtual Reality and 3D User Interfaces (IEEE VR) 747 748 US Shanghai, PEOPLES R CHINA 2023-03-25 2023 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS, VRW 000990508800201 2-s2.0-85159689018