Essays about: "3D Human Pose Estimation"
Showing result 6 - 10 of 14 essays containing the words 3D Human Pose Estimation.
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6. Evaluation of 3D motion capture data from a deep neural network combined with a biomechanical model
University essay from Linköpings universitet/Institutionen för medicinsk teknikAbstract : Motion capture has in recent years grown in interest in many fields from both game industry to sport analysis. The need of reflective markers and expensive multi-camera systems limits the business since they are costly and time-consuming. READ MORE
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7. Unsupervised 3D Human Pose Estimation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The thesis proposes an unsupervised representation learning method to predict 3D human pose from a 2D skeleton via a VAEGAN (Variational Autoencoder Generative Adversarial Network) hybrid network. The method learns to lift poses from 2D to 3D using selfsupervision and adversarial learning techniques. READ MORE
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8. 3D POSE ESTIMATION IN THE CONTEXT OF GRIP POSITION FOR PHRI
University essay from Mälardalens högskola/Akademin för innovation, design och teknikAbstract : For human-robot interaction with the intent to grip a human arm, it is necessary that the ideal gripping location can be identified. In this work, the gripping location is situated on the arm and thus it can be extracted using the position of the wrist and elbow joints. READ MORE
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9. 3D Human Pose and Shape-aware Modelling
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The focus of this thesis is the task of 3D pose estimation while taking into consideration the shape of a person in a single image. For rendering the human pose and the body shape we use a newly proposed statistical model, the SMPL [1]. We train a neural network to estimate the shape and the pose of a person in an image. READ MORE
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10. Real Time Gym Activity Detection using Monocular RGB Camera
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Action detection is an attractive area for researchers in computer vision, healthcare, physiotherapy, psychology, and others. Intensive work has been done in this area due to its wide range of applications such as security surveillance, video tagging, Human-Computer Interaction (HCI), robotics, medical diagnosis, sports analysis, interactive gaming, and many others. READ MORE