Human Pose Estimation from Monocular Images

Bastian Wandt

doi:10.51202/9783186869104

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Bibliographic data

Copyright year: 2020
ISBN-Print: 978-3-18-386910-7
ISBN-Online: 978-3-18-686910-4
Publisher: VDI Verlag, Düsseldorf
Series: Informatik/ Kommunikation
Volume: 869
Language: German
Pages: 116
Product type: Book Titles

Titelei/Inhaltsverzeichnis Partial access Pages I - XIV Download chapter (PDF)
1. Applications and Commercial Systems No access
2. Image-based Motion Capture No access
3. 1. Time Consistent Human Motion Reconstruction No access
  2. RepNet No access
4. Structure of the Thesis No access
5. 1. Human Motion Capture No access
  2. Other Publications No access
1. Non-rigid Structure-from-Motion No access
2. 1. Reprojection Error Optimization No access
  2. Direct Inference using Neural Networks No access
3. Time Consistent Human Motion Capture No access
1. 1. Projective Transformations No access
  2. Intrinsic Parameters No access
  3. Extrinsic Parameters No access
  4. Simplified Camera Models No access
2. 1. Coordinate-based Representations No access
  2. Surface Mesh-based Representations No access
  3. Subspaces of Human Poses No access
3. Non-Rigid Structure from Motion No access
4. Error Metrics No access
5. Datasets No access
1. 1. Factorization model No access
  2. Camera Parameter Estimation No access
  3. Periodic Motion No access
  4. Non-Periodic Motion No access
  5. Algorithm No access
  6. Experimental Results No access
  7. Conclusion No access
2. 1. Estimating Camera and Shape No access
  2. Kinematic Chain Space No access
  3. Trace Norm Constraint No access
  4. Camera No access
  5. Algorithm No access
  6. Experiments No access
  7. Conclusion No access
1. Method No access
2. Pose and Camera Estimation No access
3. Reprojection Layer No access
4. Critic Network No access
5. Camera No access
6. Data Preprocessing No access
7. Training No access
8. 1. Quantitative Evaluation on Human3.6M No access
  2. Quantitative Evaluation on MPI-INF-3DHP No access
  3. Plausibility of the Reconstructions No access
  4. Noisy observations No access
  5. Qualitative Evaluation No access
  6. Conclusion No access
Conclusions No access Pages 97 - 100
Bibliography No access Pages 101 - 116