This repository contains some of my courses fragmentary cheat sheets in LaTex.
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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.
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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.
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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
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Algorithm:
- Keywords: Complexity Analysis, Divide-and-Conquer, Dynamic Programming, Greedy algorithms, Backtracking
- References:
- [1] Foundations of Algorithms, Richard E. Neapolitan and Kumarss Naimipour
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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
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Digital Signal Processing (DSP):
- Keywords: Discrete-Time Signals and Systems
- References:
- [1] Discrete Time Signal Processing 2nd Ed, Alan V. Oppenheim, Ronald W. Schafer
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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
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Statiestics:
- Keywords:
- References:
- [1]