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SIFT Demo PowerPoint Presentation

SIFT Demo

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SIFT Demo

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  1. SIFT Demo Heather Dunlop March 20, 2006

  2. Object Recognition Lowe, CVPR Tutorial, 2003

  3. Object RecognitionUnder Occlusion Lowe, CVPR Tutorial, 2003

  4. LocationRecognition Lowe, CVPR Tutorial, 2003

  5. Recognizing Panoramas M. Brown and D.G. Lowe, “Recognizing Panormas,” ICCV 2003 • Feature matching • SIFT features • Nearest Neighbour matching • Image matching • RANSAC for homography • Probabilistic model for verification • Bundle adjustment • Multi-band blending

  6. SIFT Features Brown, ICCV 2003

  7. RANSAC for Homography Brown, ICCV 2003

  8. Probabilistic Model for Verification Brown, ICCV 2003

  9. Image Matching Brown, ICCV 2003

  10. Finding the Panoramas Brown, ICCV 2003

  11. Finding the Panoramas Brown, ICCV 2003

  12. Finding the Panoramas Brown, ICCV 2003

  13. Bundle Adjustment Brown, ICCV 2003

  14. Multi-band Blending Brown, ICCV 2003

  15. From My Kitchen Window

  16. From My Kitchen Window

  17. From My Kitchen Window

  18. Other Applications • Mobile robot localization • 3D scene modeling