4/24 3D Hand Pose Estimation (김태균 교수/KAIST 전산학부)

작성자
kaistsoftware
작성일
2023-04-21 11:21
조회
9310
  • 강사 : 김태균 교수 (KAIST 전산학부)
  • 일시 : 2023. 4. 24 (월) 16:00~17:30
3D hand pose estimation plays a key role for novel man-machine interfaces. Estimating 3D postures, i.e. regressing 3D locations of all hand joints, given highly articulated and deformable hands, is challenging. The problem is also highly related to human body pose, and facial landmarking, yet has unique challenges. Dr. T-K Kim has tackled the problem by various novel ideas on top of cutting-edge techniques, pushing the envelope in the field. This talk briefly overviews the advances achieved by the computer vision and learning lab led by T-K. Kim, then presents two latest innovations. His team proposed a novel solution to estimate hand poses under hand-object interaction. It is achieved by removing objects from hand images via GAN and a hand mesh model (CVPR2020 best paper finalist). Most recently, his team developed an impressively accurate solution to reconstruct two interacting hands by novel implicit functions. The solution is resolution-free and offers precise alignments with input images (CVPR2023).

* 강연자료
전체 143
번호 제목 작성자 작성일 추천 조회
공지사항
2025년 봄학기 콜로퀴엄 일정 안내
kaistsoftware | 2025.02.27 | 추천 0 | 조회 10637
kaistsoftware 2025.02.27 0 10637
142
6/2 Intelligent Techniques for Graphics, Vision, and Robotics (윤성의 교수/KAIST 전산학부)
kaistsoftware | 2025.06.02 | 추천 0 | 조회 456
kaistsoftware 2025.06.02 0 456
141
5/26 Denoising Diffusion for 3D Human and Object Pose Estimation Under Interactions (김태균 교수/KAIST 전산학부)
kaistsoftware | 2025.05.23 | 추천 0 | 조회 584
kaistsoftware 2025.05.23 0 584
140
5/19 이미지/비디오 생성 기술의 현재와 미래 (성민혁 교수/KAIST 전산학부)
kaistsoftware | 2025.05.16 | 추천 0 | 조회 807
kaistsoftware 2025.05.16 0 807
139
5/12 Startup Funding (최원호 교수/KAIST 전산학부)
kaistsoftware | 2025.05.08 | 추천 0 | 조회 1468
kaistsoftware 2025.05.08 0 1468
138
4/21 반복되는 SW오류, 어떻게 막을것인가? (허기홍 교수/KAIST 전산학부)
kaistsoftware | 2025.04.07 | 추천 0 | 조회 3381
kaistsoftware 2025.04.07 0 3381
137
4/7 Hacking Unmanned Vehicles (김용대 교수/KAIST 전기및전자공학부)
kaistsoftware | 2025.04.04 | 추천 0 | 조회 2845
kaistsoftware 2025.04.04 0 2845
136
3/24 Mobile AI Agent (신인식 교수/KAIST 전산학부)
kaistsoftware | 2025.03.21 | 추천 0 | 조회 3671
kaistsoftware 2025.03.21 0 3671
135
3/17 Analyzing LLM Inference Chains (유신 교수/KAIST 전산학부)
kaistsoftware | 2025.03.10 | 추천 0 | 조회 4042
kaistsoftware 2025.03.10 0 4042
134
3/10 AI 의인화와 윤리적 문제: AI는 어떻게 사람처럼 보이도록 설계되었는가? (김진형 교수/KAIST 전산학부)
kaistsoftware | 2025.03.05 | 추천 0 | 조회 6177
kaistsoftware 2025.03.05 0 6177
133
11/25 Finding Security Vulnerabilities in Layer-1 and Layer-2 Blockchains (강민석 교수/KAIST 전산학부)
kaistsoftware | 2024.11.21 | 추천 0 | 조회 7330
kaistsoftware 2024.11.21 0 7330