Awesome List Updates on Jan 16, 2015
5 awesome lists updated today.
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1. Awesome Computer Vision
Computer Vision
- Computer Vision: Models, Learning, and Inference - Simon J. D. Prince 2012
- Computer Vision: Theory and Application - Rick Szeliski 2010
- Computer Vision: A Modern Approach (2nd edition) - David Forsyth and Jean Ponce 2011
- Multiple View Geometry in Computer Vision - Richard Hartley and Andrew Zisserman 2004
- Computer Vision - Linda G. Shapiro 2001
- Visual Object and Activity Recognition - Alexei A. Efros and Trevor Darrell (UC Berkeley)
- Computer Vision - Steve Seitz (University of Washington)
- Language and Vision - Tamara Berg (UNC Chapel Hill)
- Convolutional Neural Networks for Visual Recognition - Fei-Fei Li and Andrej Karpathy (Stanford University)
- Computer Vision - Rob Fergus (NYU)
- Computer Vision - Derek Hoiem (UIUC)
- Computer Vision: Foundations and Applications - Kalanit Grill-Spector and Fei-Fei Li (Stanford University)
- High-Level Vision: Behaviors, Neurons and Computational Models - Fei-Fei Li (Stanford University)
OpenCV Programming
- Learning OpenCV: Computer Vision with the OpenCV Library - Gary Bradski and Adrian Kaehler
Machine Learning
- Pattern Recognition and Machine Learning - Christopher M. Bishop 2007
- Neural Networks for Pattern Recognition - Christopher M. Bishop 1995
- Probabilistic Graphical Models: Principles and Techniques - Daphne Koller and Nir Friedman 2009
- Pattern Classification - Peter E. Hart, David G. Stork, and Richard O. Duda 2000
- Machine Learning - Tom M. Mitchell 1997
- Learning From Data- Yaser S. Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin 2012
- Neural Networks and Deep Learning - Michael Nielsen 2014
Computational Photography
- Image Manipulation and Computational Photography - Alexei A. Efros (UC Berkeley)
- Computational Photography - Alexei A. Efros (CMU)
- Computational Photography - Derek Hoiem (UIUC)
- Computational Photography - James Hays (Brown University)
- Digital & Computational Photography - Fredo Durand (MIT)
- Computational Camera and Photography - Ramesh Raskar (MIT Media Lab)
- Courses in Graphics - Stanford University
- Computational Photography - Rob Fergus (NYU)
- Introduction to Visual Computing - Kyros Kutulakos (University of Toronto)
- Computational Photography - Kyros Kutulakos (University of Toronto)
Optimization
- Convex Optimization I - Stephen Boyd (Stanford University)
- Convex Optimization II - Stephen Boyd (Stanford University)
- Convex Optimization - Stephen Boyd (Stanford University)
Conference papers on the web
- Annotated Computer Vision Bibliography - Keith Price (USC)
General Purpose Computer Vision Library
Multiple-view Computer Vision
- OpenGV - geometric computer vision algorithms
Camera calibration / Edge-preserving image processing
Visual Tracking / Nearest Neighbor Field Estimation
Songs / Image Deblurring
2. Awesome Material
Animation
- JavaScript
- Waves (⭐3.5k) — Click effect inspired by Google's Material Design.
- material-design-hamburger (⭐93) — Android's Material Design hamburger animation built in CSS.
- Material-Preloader (⭐375) — A jQuery plugin that recreates the Material Design pre-loader (as seen on inbox).
- Google-material-design-ripple-effect (⭐13) — jQuery plugin recreates ripple and focus effect.
Other
- material_design_zh (⭐3.1k) — Material Design Collaborative Chinese translation
3. Awesome Coldfusion
Documentation
- CFScript Reference (⭐100) - CFScript Documentation by Adam Cameron
4. Awesome Courses
Courses / Misc
- CS 411 Software Architecture Design Bilkent University
- This course teaches the basic concepts, methods and techniques for designing software architectures. The topics include: rationale for software architecture design, modeling software architecture design, architectural styles/patterns, architectural requirements analysis, comparison and evaluation of architecture design methods, synthesis-based software architecture design, software product-line architectures, domain modeling, domain engineering and application engineering, software architecture implementation, evaluating software architecture designs.
5. Awesome Erlang
Websites
- Planet Erlang - Planet site/RSS feed of blog posts covering topics across the Erlang ecosystem.
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