Computer Vision for Visual Effects

This book explores the fundamental computer vision principles and state-of-the-art algorithms used to create cutting-edge visual effects for movies and television.

Informationen zum Autor Richard J. Radke is a Professor in the ECSE (Electrical, Computer, and Systems Engineering) department at Rensselaer Polytechnic Institute (RPI), where he researches topics in computer vision, the study of algorithms for automatically understanding images. After many years of teaching image processing courses, he became particularly interested in the computer vision algorithms behind Hollywood visual effects (VFX), which are the topic of his first book. While writing the book, he was able to visit several VFX companies in California and see lots of behind-the-scenes material from movies and TV. For more information, please visit his book blog, http://cvfxbook.com, and his professional page, http://www.ecse.rpi.edu/~rjradke/research.htm. Klappentext This book explores the fundamental computer vision principles and state-of-the-art algorithms used to create cutting-edge visual effects for movies and television. Zusammenfassung This book explores the fundamental computer vision principles and state-of-the-art algorithms used to create cutting-edge visual effects for movies and television. Inhaltsverzeichnis 1. Introduction; 2. Image matting; 3. Image compositing and editing; 4. Features and matching; 5. Dense correspondence and its applications; 6. Matchmoving; 7. Motion capture; 8. Three-dimensional data acquisition; Appendix: optimization algorithms for computer vision.

Autorentext
Richard J. Radke is a Professor in the ECSE (Electrical, Computer, and Systems Engineering) department at Rensselaer Polytechnic Institute (RPI), where he researches topics in computer vision, the study of algorithms for automatically understanding images. After many years of teaching image processing courses, he became particularly interested in the computer vision algorithms behind Hollywood visual effects (VFX), which are the topic of his first book. While writing the book, he was able to visit several VFX companies in California and see lots of behind-the-scenes material from movies and TV. For more information, please visit his book blog, http://cvfxbook.com, and his professional page, http://www.ecse.rpi.edu/~rjradke/research.htm.

Inhalt
1. Introduction; 2. Image matting; 3. Image compositing and editing; 4. Features and matching; 5. Dense correspondence and its applications; 6. Matchmoving; 7. Motion capture; 8. Three-dimensional data acquisition; Appendix: optimization algorithms for computer vision.

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