Pose estimation of a fast-moving articulated hand = 빠른 움직임의 손 관절 자세 추정

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dc.contributor.advisorWoo, Woontack-
dc.contributor.advisor우운택-
dc.contributor.authorPark, Gabyong-
dc.date.accessioned2021-05-12T19:44:46Z-
dc.date.available2021-05-12T19:44:46Z-
dc.date.issued2020-
dc.identifier.urihttp://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=924463&flag=dissertationen_US
dc.identifier.urihttp://hdl.handle.net/10203/284402-
dc.description학위논문(박사) - 한국과학기술원 : 문화기술대학원, 2020.8,[vi, 69 p. :]-
dc.description.abstractHand pose estimation is actively studied problem in many areas such as Augmented Reality (AR), Virtual Reality (VR), Computer Vision (CV), and Human Computer Interaction (HCI). Existing model-based hand tracking studies tracked fairly accurately and robustly hand pose for slow and smooth hand motion by assuming temporal continuity of the hand pose. In addition, learning-based hand pose estimation studies estimated accurately hand pose in a single camera frame without the assumption of temporal continuity. However, motion blur occurs when the hand moves quickly, which significantly drops the accuracy of the previously studied approaches. This dissertation studies the methods that estimate the 3D hand pose from a depth camera, a gyroscope, and an infrared camera in a situation where temporal continuity of hand pose cannot be assumed and in a challenging environment called motion blur. The proposed method is verified by performing quantitative and qualitative comparisons with state-of-the-art methods. This study demonstrates the possibility of application in augmented reality and virtual reality by showing that it can be used in 3D interaction and sign language.-
dc.languageeng-
dc.publisher한국과학기술원-
dc.subjectHand Articulations Tracking▼aHand Pose Estimation▼aFast Hand Motion▼aMotion Blur▼aAugmented Reality▼aVirtual Reality-
dc.subject손 관절 추적▼a손 자세 추정▼a빠른 손 움직임▼a모션 블러▼a증강현실▼a가상현실-
dc.titlePose estimation of a fast-moving articulated hand = 빠른 움직임의 손 관절 자세 추정-
dc.typeThesis(Ph.D)-
dc.identifier.CNRN325007-
dc.description.department한국과학기술원 :문화기술대학원,-
dc.contributor.alternativeauthor박갑용-
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