دانلود کتاب Riemannian Computing in Computer Vision

Name: Riemannian Computing in Computer Vision
Availability: InStock
Author: Pavan K. Turaga
ISBN: 9783319229560, 9783319229577

by Pavan K. Turaga, Anuj Srivastava (eds.)

عنوان فارسی: محاسبات ریمانی در چشم انداز کامپیوتر
ناشر: Springer International Publishing
سال: 2016
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): VI, 391
شابک: 9783319229560, 9783319229577
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 10.00 مگابایت

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جزییات کتاب

This book presents a comprehensive treatise on Riemannian geometric computations and related statistical inferences in several computer vision problems. This edited volume includes chapter contributions from leading figures in the field of computer vision who are applying Riemannian geometric approaches in problems such as face recognition, activity recognition, object detection, biomedical image analysis, and structure-from-motion. Some of the mathematical entities that necessitate a geometric analysis include rotation matrices (e.g. in modeling camera motion), stick figures (e.g. for activity recognition), subspace comparisons (e.g. in face recognition), symmetric positive-definite matrices (e.g. in diffusion tensor imaging), and function-spaces (e.g. in studying shapes of closed contours).