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Introduction

Introduction. What IS computer vision? Where do images come from?. the analysis of digital images by a computer. Applications: Medical Imaging. CT image of a patient’s abdomen. liver. kidney. kidney. Visible Man Slice Through Lung. 3D Reconstruction of the Blood Vessel Tree.

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Introduction

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Presentation Transcript

  1. Introduction • What IS computer vision? • Where do images come from? the analysis of digital images by a computer

  2. Applications: Medical Imaging CT image of a patient’s abdomen liver kidney kidney

  3. Visible Man Slice Through Lung

  4. 3D Reconstruction of the Blood Vessel Tree

  5. Slice of a Chicken Embryo’s Inner Ear

  6. CBIR of Mouse Eye Images for Genetic Studies

  7. Robotics • 2D Gray-tone or Color Images • 3D Range Images “Mars” rover What am I?

  8. Robot Soccer

  9. Image Databases: Images from my Ground-Truth collection: http://www.cs.washington.edu/research/imagedatabase/groundtruth • retrieve images containing trees

  10. Some Features for Image Retrieval

  11. Documents:

  12. Science Calineuria (Cal) Doroneuria (Dor) Yor (Yor) Classification Results:

  13. Surveillance: Event Recognition in Aerial Videos Original Video Frame Color Regions Structure Regions

  14. Face Detection (and Recognition)

  15. Graphics: Special Effects Andy Serkis, Gollum, Lord of the Rings

  16. 3D Reconstruction and Graphics Viewer

  17. Object Recognition from “Parts”

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