Many of us thought of doing project in computer vision using OpenCV library. But beginners find it difficult to use the OpenCV library because of the installation problem. So here is quick tutorial to install OpenCV 2.0. This tutorial assumes that you use windows XP and Visual Studio 2008 Express Edition. Send your questions and feedback to shrinivas [at] iitg.ernet.in
Learning OpenCV: Computer Vision with the OpenCV Library
By: Gary Bradski, Adrian Kaehler
This book is the "de facto" OpenCV User's Manual. It provides a practical, pragmatic, accessible book on computer vision, with algorithmic explanation and concrete example code snippets. Written by the creators of OpenCV, no doubt you should obtain a copy.
Machine Vision: Theory, Algorithms, Practicalities (Signal Processing and its Applications)
By: E. R. Davies
This book provides a solid and concrete foundation to computer vision from engineering point of view. Use Learning OpenCV from Gary Bradsky to learn how to use OpenCV, and use this book to understand how OpenCV works behind the screen.
C Programming Language (2nd Edition)
By: Brian W. Kernighan
For you who new to C programming, this is a must-have book for you. Written by the C creator himself, this book is concise and powerful, just like C itself.
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Y-axeln on Jan 14, 2010:
I ended up using MinGW and Eclipse CTD instead however (which was even more complicated to get working, since it will only build using GCC 4.4.0, not 3.x.x or 4.4.1..)
Awesome site! I am just starting my final year project now, which is a robotics/machine vision/control theory project that will use OpenCV in part. Your tutorials and guides have made it a lot easier to get started with the library!
And it is terribly inspiring, now i've got tons of crazy projects I feel like doing involving webcams and image processing.