Integrating Close-Range 3D Computer Vision

Integrating Close-Range 3D Computer Vision

UCF CRCV via YouTube Direct link

TUB Computer Vision & Remote Sensing Research Group

2 of 23

2 of 23

TUB Computer Vision & Remote Sensing Research Group

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Integrating Close-Range 3D Computer Vision

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  1. 1 Integrating Close-Range 3D Computer Vision and Synthetic Aperture Radar Satellite Remote Sensing
  2. 2 TUB Computer Vision & Remote Sensing Research Group
  3. 3 Medical Image Processing Projects
  4. 4 3D-Reconstruction Tool Chain
  5. 5 Discovering How Images Cover Object Graph of image triplets • Descriptor variance similarity to identify loop
  6. 6 OpenOF • Framework for sparse non-inear least squares optimization on a GPU
  7. 7 Image Measurements and knowledge: Camera Orientation Relative to Rectangle
  8. 8 Semantic Analysis • Various disciplines require semantic analysis of point clouds
  9. 9 Simplification - MDL Implies Trade-Off and fitting the measurements? . MDL principle: Transmitter wants to encode the information
  10. 10 Point Cloud Data Reduction Using MDL Principle
  11. 11 Segmentation into Low-Curvature and High-Curvature Segments
  12. 12 Voronoi-Based Extraction of a Feature Skeleton 11
  13. 13 Noise Influence on Point Cloud Segmentation
  14. 14 Performance Comparison of Point Cloud Segmentation Algorithms
  15. 15 Synthetic Aperture Radar (SAR) Remote Sensing
  16. 16 SAR Raw Data Processing Matched Filtering
  17. 17 Processing of SAR Data
  18. 18 Differential Interferometric SAR Phase Difference = f(Movement)
  19. 19 Compressive Sampling! Sparse Signal Representation Signal f can be transformed to a domain where it is sparse using an orthonormal basis eg a wavelet transform
  20. 20 Sparsity: Images in Wavelet Domain
  21. 21 Compressive Sampling II
  22. 22 Multibaseline SAR Acquisition
  23. 23 Proposal for Future Research: Use of Ubiquitous 3D Reconstructions

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