Weekly outline

  • IT 529 - Topics in Image Analysis
    Instructor: Aditya Tatu
  • 25 July - 31 July


    • Lecture 1: Summary of the course
      Differentiation revisited.
    • Lecture 2 & 3: Canceled

  • 1 August - 7 August


    • Lectures 4 & 5: Differentiation revisited.
      Gradient, Gateaux and Frechet derivatives.
    • Lecture 6: Image restoration from a Least square method point of view

  • 8 August - 14 August


    • Lecture 7: Constrained Least Square = First order Tikhonov Regularization
    • Lecture 8: Total Variation denoising
    • Lecture 9: Canceled

  • 15 August - 21 August

  • 22 August - 28 August

  • 29 August - 4 September


    • Lecture 16: Differentiation using Gaussian scale space, Relation to Tikhonov regularization.

  • 5 September - 11 September


    • Lecture 17: Scale space features, Gauge coordinates
    • Lecture 18: Blob detection with automatic scale selection
    • References for Scale space feature detection:
    • 1) Feature detection with automatic scale selection

    • 2) Edge detection and ridge detection with automatic scale selection, Tony Lindeberg, 1991: PDF at ftp://ftp.nada.kth.se/CVAP/reports/cvap191.pdf
    • Lecture 19: Harris-Stephens Corner Detection

    • Assignment 2: Blob and Corner detection
      Due date: Monday 19 September 2011

  • 12 September - 18 September


    • Lecture 20: Harris-Stephens corner detection
    • Lecture 21: Introduction to Image Registration: Prof. Asim Banerjee
    • Lecture 22: Image Registration: Prof. Asim Banerjee

  • 19 September - 25 September


    • Lecture 23: Image Registration: Prof. Asim Banerjee
    • Lecture 24 & 25: Student presentations

  • 26 September - 2 October


    • Lecture 26: Scale Invariant Feature transform (SIFT)
    • Lecture 27 & 28: Student presentation

  • 3 October - 9 October


    • Lecture 29: SIFT continued
    • Lectures 30: Perona Malik Anisotropic Diffusion

  • 10 October - 16 October


    • Lecture 31: Perona Malik Anisotropic diffusion
    • Friday Lecture Canceled

  • 17 October - 23 October

  • 24 October - 30 October

  • 31 October - 6 November

  • 7 November - 13 November

  • 14 November - 20 November

  • 21 November - 27 November