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사람의 실루엣 이미지 기반 3D 메시 데이터 생성 기술 개발
김준광(Junkwang Kim),이상헌(Sang-Heon Lee),손명규(Myoung-Kyu Sohn),김현덕(Hyunduk Kim) 대한전자공학회 2023 대한전자공학회 학술대회 Vol.2023 No.6
3D human modeling has become a vital research topic for providing user-friendly interfaces in various application areas. In this paper, we propose a new network for succinctly generating a 3D model of the human body based on orthogonal silhouettes. Utilizing the CAESAR dataset, we sample the contour of the silhouette and train the mapping between the silhouette and the 3D model through a neural network. We have expanded the number of training data through data augmentation, resulting in a 3.41% reduction in the average distance error between vertices. This approach paves the way for potential applications in fields such as virtual fitting, custom design, and body health monitoring through 3D human modeling.