Machine Learning for Computer Vision

ISBN: 978-3-642-28660-5 (Print) 978-3-642-28661-2 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages 1-18

  2. No Access

    Book Chapter

    Pages 1-15

    Throwing Down the Visual Intelligence Gauntlet

  3. No Access

    Book Chapter

    Pages 17-48

    Actionable Information in Vision

  4. No Access

    Book Chapter

    Pages 49-87

    Learning Binary Hash Codes for Large-Scale Image Search

  5. No Access

    Book Chapter

    Pages 89-117

    Bayesian Painting by Numbers: Flexible Priors for Colour-Invariant Object Recognition

  6. No Access

    Book Chapter

    Pages 119-135

    Real-Time Human Pose Recognition in Parts from Single Depth Images

  7. No Access

    Book Chapter

    Pages 137-162

    Scale-Invariant Vote-Based 3D Recognition and Registration from Point Clouds

  8. No Access

    Book Chapter

    Pages 163-196

    Multiple Classifier Boosting and Tree-Structured Classifiers

  9. No Access

    Book Chapter

    Pages 197-214

    Simultaneous Detection and Tracking with Multiple Cameras

  10. No Access

    Book Chapter

    Pages 215-250

    Applications of Computer Vision to Vehicles: An Extreme Test