Human Motion

Understanding, Modelling, Capture, and Animation

Editors:

ISBN: 978-1-4020-6692-4 (Print) 978-1-4020-6693-1 (Online)

Table of contents (24 chapters)

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  1. Front Matter

    Pages i-x

  2. 2D Tracking

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      Book Chapter

      Pages 1-22

      Understanding Human Motion: A Historic Review

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      Book Chapter

      Pages 25-56

      The Role of Manifold Learning in Human Motion Analysis

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      Book Chapter

      Pages 57-79

      Recognition of Action as a Bayesian Parameter Estimation Problem over Time

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      Book Chapter

      Pages 81-104

      The William Harvey Code: Mathematical Analysis of Optical Flow Computation for Cardiac Motion

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      Book Chapter

      Pages 105-130

      Detection and Tracking of Humans in Single View Sequences Using 2D Articulated Model

  3. Learning

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      Book Chapter

      Pages 133-158

      Combining Discrete and Continuous 3D Trackers

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      Book Chapter

      Pages 159-183

      Graphical Models for Human Motion Modelling

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      Book Chapter

      Pages 185-211

      3D Human Motion Analysis in Monocular Video: Techniques and Challenges

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      Book Chapter

      Pages 213-241

      Spatially and Temporally Segmenting Movement to Recognize Actions

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      Book Chapter

      Pages 243-262

      Topologically Constrained Isometric Embedding

  4. 2D–3D Tracking

    1. No Access

      Book Chapter

      Pages 265-293

      Contours, Optic Flow, and Prior Knowledge: Cues for Capturing 3D Human Motion in Videos

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      Book Chapter

      Pages 295-317

      Tracking Clothed People

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      Book Chapter

      Pages 319-345

      An Introduction to Interacting Simulated Annealing

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      Book Chapter

      Pages 347-376

      Motion Capture for Interaction Environments

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      Book Chapter

      Pages 377-398

      Markerless Motion Capture for Biomechanical Applications

  5. Biomechanics and Applications

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      Book Chapter

      Pages 401-415

      Qualitative and Quantitative Aspects of Movement: The Discrepancy Between Clinical Gait Analysis and Activities of Daily Life

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      Book Chapter

      Pages 417-434

      Optimization of Human Motion Exemplified with Handbiking by Means of Motion Analysis and Musculoskeletal Models

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      Book Chapter

      Pages 435-452

      Imitation Learning and Transferring of Human Movement and Hand Grasping to Adapt to Environment Changes

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      Book Chapter

      Pages 453-473

      Accurate and Model-free Pose Estimation of Crash Test Dummies

  6. Modelling and Animation

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      Book Chapter

      Pages 477-506

      A Relational Approach to Content-based Analysis of Motion Capture Data

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