cheatsheets

This repository contains some of my courses fragmentary cheat sheets in LaTex.

• 3D Vision:

  • Keywords: 3D computer vision, Multiple View Geometry, Epipolar Geometry, 3D Reconstruction, Image Formation, Camera Model
  • References:
    • [1] Y. Ma, S. Soatto, J. Kosetska, and S. Sastry, An invitation to 3D computer vision. Springer-Verlag, New York, 2004. (MaSKS)
    • [2] Hartley, R. I. & Zisserman, A. second (Ed.) Multiple view geometry in computer vision. Cambridge University Press, 2004
    • [2] Prof. Shohreh Kasaei, Advance vision course notes, spring 2014.

• advance vision:

  • Keywords: 2D tracking, Numerical Optimization, Segmentation of Dynamical Scenes, Keypoint Description, Keypoint Matching
  • References:
    • [1] Selected Topics in Computer Vision at EPFL COM-711
    • [2] Prof. Shohreh Kasaei, Advance vision course notes, spring 2014.

• artificial intelligence (AI):

  • Keywords: Intelligent Agents, Search, Constraint satisfaction problems (CSP), Backtracking, Adversarial Search, Logical Agents, First-Order Logic
  • References:
    • [1] Artificial Intelligence A Modern Approach, Stuart Russell and Peter Norving

• Algorithm:

  • Keywords: Complexity Analysis, Divide-and-Conquer, Dynamic Programming, Greedy algorithms, Backtracking
  • References:
    • [1] Foundations of Algorithms, Richard E. Neapolitan and Kumarss Naimipour

• Digital Image Processing (DIP):

  • Keywords: Spatial Filtering, Frequency Filtering, Image Restoration and Reconstruction, Color Processing, Image compression, Morphological Image Processing, Image Segmentation,
  • References:
    • [1] Digital Image Processing, Gonzalez and Woods

• Digital Signal Processing (DSP):

  • Keywords: Discrete-Time Signals and Systems
  • References:
    • [1] Discrete Time Signal Processing 2nd Ed, Alan V. Oppenheim, Ronald W. Schafer

• Statiestical pattern recognition:

  • Keywords: Bayesian decision theory, Maximum Likelihood Estimation, Nonparametric Methods, Linear Discriminant Functions,
  • References:
    • [1] Pattern Classification, Richard O. Duda, David G. Stork, Peter E. Hart

• Statiestics:

  • Keywords:
  • References:
    • [1]