Energy Minimization Methods in Computer Vision and Pattern Recognition

10th International Conference, EMMCVPR 2015, Hong Kong, China, January 13-16, 2015. Proceedings

Xue-Cheng Tai, Egil Bae, Tony F. Chan, Marius Lysaker (Herausgeber)

Buch | Softcover

X, 506 Seiten

2014
Springer International Publishing (Verlag)
978-3-319-14611-9 (ISBN)

Artikel merken

This volume constitutes the refereed proceedings of the 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2015, held in Hong Kong, China, in January 2015. The 36 revised full papers were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on discrete and continuous optimization; image restoration and inpainting; segmentation; PDE and variational methods; motion, tracking and multiview reconstruction; statistical methods and learning; and medical image analysis.

Discrete and continuous optimization.- Image restoration and inpainting.- Segmentation.- PDE and variational methods.- Motion, tracking and multiview reconstruction.- Statistical methods and learning.- Medical image analysis.

Erscheint lt. Verlag	18.12.2014
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	X, 506 p. 179 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	775 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithm analysis and problem complexity • clustering algorithm • computer vision • Computervision • Convex Optimization • Image Processing • iterative methods • machine learning • multi-view stereo • Mustererkennung • Numerical analysis • optic disk • Optimization • pattern recognition • semantic image segmentation • Statistical Methods • total variation • variational methods
ISBN-10	3-319-14611-4 / 3319146114
ISBN-13	978-3-319-14611-9 / 9783319146119
Zustand	Neuware