Scale-Space Theory in Computer Vision

Authors:

ISBN: 978-1-4419-5139-7 (Print) 978-1-4757-6465-9 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages N3-xii

  2. Introduction and overview

    1. No Access

      Chapter

      Pages 1-28

      Introduction and overview

  3. Basic scale-space theory

    1. Front Matter

      Pages 29-29

    2. No Access

      Chapter

      Pages 31-60

      Linear scale-space and related multi-scale representations

    3. No Access

      Chapter

      Pages 61-100

      Scale-space for 1-D discrete signals

    4. No Access

      Chapter

      Pages 101-122

      Scale-space for N-D discrete signals

    5. No Access

      Chapter

      Pages 123-148

      Discrete derivative approximations with scale-space properties

    6. No Access

      Chapter

      Pages 149-162

      Feature detection in scale-space

  4. The scale-space primal sketch: Theory

    1. Front Matter

      Pages 163-163

    2. No Access

      Chapter

      Pages 165-186

      The scale-space primal sketch

    3. No Access

      Chapter

      Pages 187-226

      Behaviour of image structures in scale-space: Deep structure

    4. No Access

      Chapter

      Pages 227-246

      Algorithm for computing the scale-space primal sketch

  5. The scale-space primal sketch: Applications

    1. Front Matter

      Pages 247-247

    2. No Access

      Chapter

      Pages 249-270

      Detecting salient blob-like image structures and their scales

    3. No Access

      Chapter

      Pages 271-306

      Guiding early visual processing with qualitative scale and region information

    4. No Access

      Chapter

      Pages 307-314

      Summary and discussion

  6. Scale selection and shape computation in a visual front-end

    1. Front Matter

      Pages 315-315

    2. No Access

      Chapter

      Pages 317-348

      Scale selection for differential operators

    3. No Access

      Chapter

      Pages 349-382

      Direct computation of shape cues by scale-space operations

    4. No Access

      Chapter

      Pages 383-394

      Non-uniform smoothing

  7. Back Matter

    Pages 395-423