Tentative course plan and Background Material:

• Look at this great site! It allows you to play with the Fourier Transform (and others) online.


• Lecture 1- Introduction To Digital Image Processing. Slides (PDF)
  
• Lecture 2- Quantization and convolution Slides (PDF)
  
• Lecture 3- Frequency Domain: The Convolution Theorem
• Lecture 9- Mosaicing Slides (PDF)
• Targil 1- Matlab Basics and Histogram Equalization Slides (PDF), Slides (Pure Black and White) (PDF)
• Targil 2- Image enhancement and edge detection Slides (PDF)
  
• Targil 3- Frequency Domain: The Discrete Fourier Transform
• Targil 4- Image Restoration Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 5- Pyramids Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 6- Wavelets Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 7- Motion Transformation Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 8- Image warping and automatic image alignment Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 9- Optical Flow Slides(PDF), Slides (Pure Black and White) (PDF)
• Targil 10- Panoramas: Stitching and Blending Slides(PDF), Slides (Pure Black and White) (PDF).
A link to the Digital Photomontage work (video shown in the end of the lesson).

• Targil 11- Robust Methods Slides(PDF), Slides (Pure Black and White) (PDF).
• Targil 12- Color and Color Lines Color Slides(PDF), Color Slides (Pure Black and White) (PDF). Color Lines Slides(PDF), Color Lines Slides (Pure Black and White) (PDF).
• Targil 13- Gradient Domain Manipulations Slides(PDF), Slides (Pure Black and White) (PDF).
• Targil 14- Matching with Invariant Features Slides(PDF), Slides (Pure Black and White) (PDF).
• Targil 15- Advanced Huji works : Colorization and Dynamosaic Slides(PDF), Slides (Pure Black and White) (PDF).
 

• Additional reading material

  • GW : Digital Image Processing by Gonzalez & Woods
  • FP : Forsyth, Ponce, Computer Vision - A Modern Approach
  • RK: Rosenferd, Kak, Digital Picture Processing (2^nd Edition), Volumes 1 & 2
  • M: Mallat, A wavelet tour of signal processing
  • PCF: Paragios,Chen,Faugeras, The Handbook of Mathematical Models in Computer Vision

  TOPICS	Additional Reading Material
  Introduction	GW:  1,  2.1-2.4 RK:  1 FP:  1
  Histogram Operations	GW: 3.1-3.4
  Fourier Methods	GW: 4 FP: 7.1-7.4 http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT4
  Image enhancement	GW: 3.5, 3.6, 3.7 http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT5
  Image Restoration	GW: 5.1, 5.2, 5.3, 5.5, 5.6, 5.8 RK: 7
  Optimal Quantization	GW: 8.5.1 (p. 465-467) RK: 4.3.1
  Image Reconstruction Tomography and Radon	RK: 8
  Colors	GW. 6 FP: 6 http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT14
  Image compression	GW. 8.1, 8.4, 8.5 http://www.data-compression.com/lossless.html http://en.wikipedia.org/wiki/JPEG_2000
  Edge Detection, Image Segmentation	GW: 10.1-10.3 RK: 9.4, 10.1.3, 10.2.1 FP: 14.1, 14.5.5 http://www.icaen.uiowa.edu/~dip/LECTURE/Segmentation.html http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT6
  Textures, Fractals	RK 12.2.5 http://www.icaen.uiowa.edu/~dip/LECTURE/Texture.html http://www.math.vt.edu/people/hoggard/FracGeomReport/ http://math.bu.edu/DYSYS/chaos-game/node6.html
  Point Selection and matching, correlation	GW: 12.2.1 http://www.cs.ubc.ca/~deaton/remarks_ncc.html
  Pyramids	Burt and Adelson, A multiresolution spline with application to image mosaics, ACM ToG (1983) Adelson,Anderson,Bergen ,Burt, Ogden Pyramid methods in image processing GW: 7.1.1 FP: 7.7, 9.2.1
  Wavelets	GW: 7.1-7.3, 7.5 M: 1-7 Mallat, A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
  Segmentation	Shi & Malik, Normalized Cuts and Image Segmentation Shi, Graph Based Image Segmentation: Tutorial
  Motion transformations	Multiple View Geometry in Computer Vision Second Edition, Richard Hartley and Andrew Zisserman, Cambridge University Press, March 2004 (Chapter 2) http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT12
  Image Warping, Image Alignment, Mosaicing	Rick Szeliski, Image Alignment and Stitching, A Tutorial (DRAFT)
  stitching and blending	Rick Szeliski, Image Alignment and Stitching, A Tutorial (DRAFT) Levin,Zomet, Peleg, Weiss, Seamless Image stitching in the gradient domain
  Graph cut	PCF: 5.1, 5.2
  Optical Flow	PCF: 15.1-15.5 http://www.icaen.uiowa.edu/~dip/LECTURE/Motion.html
  Morphological Processing, Binary Images	GW: 2.5, 9.1-9.5, 11.1 RK: 11.1.7, 11.2 http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/OWENS/LECT3
  Robust Methods	GW: 10.2.2 (Hough) FP: 15.1,15.2, 15.5 P. Meer. Robust techniques for computer vision M. A. Fischler, R. C. Bolles. Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography
  Gradient Domain Manipulations	Fattal, Lischinski, Werman Gradient Domain High Dynamic Range Compression. Weiss, Deriving intrinsic images from image sequences
  Matching and invariant features	Lowe, Distinctive Image Features from Scale-Invariant Keypoints Brown, Szelisk, Winder, Multi-Image Matching using Multi-Scale Oriented Patches
  Colorization, Dynamosaic	Levin, Lischinski, Weiss, Colorization Using Optimization Rav-Acha,Pritch,Lischinski,Peleg, Evolving Time Fronts: Spatio-Temporal Video Warping Rav-Acha,Pritch,Lischinski,Peleg, Dynamosaicing: Video mosaics with non-chronological time

   
  Some exams from last years... Exams  
  • Image Processing material on the net: HIPR
  • A good site for summaries on many topics in image processing: CVonline

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  Exercises:

• Exercise 1: Basic Image Processing. download (PDF)
• Theoretical Exercise 1: download (PDF)
• Exercise 2: Frequency Domain. download (PDF)
• Exercise 3: Pyramids. download (PDF)
• Theoretical Exercise 2: download (PDF)
• Exercise 4: Building Panoramic Images. download (PDF), reminder - Lucas-Kanade (PDF)
 

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Misc:
• Installing postscript previewers on PC's: Ghostscript home page, previewer for OS/2 & MS-Windows
• Matlab hints and help html version.
• Starting to Work with Matlab postscript version pdf version.
• Matlab documentation
• Matlab Tips and Tricks - pdf version.
• Matlab official News group.

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