Image, Video and 3D Data Registration: Medical, Satellite and Video Processing Applications with Quality Metrics(Hardcover)

Vasileios Argyriou, Jesus Martinez Del Rincon, Barbara Villarini, Alexis Roche

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商品描述

Data registration refers to a series of techniques for matching or bringing similar objects or datasets together into alignment. These techniques enjoy widespread use in a diverse variety of applications, such as video coding, tracking, object and face detection and recognition, surveillance and satellite imaging, medical image analysis and structure from motion. Registration methods are as numerous as their manifold uses, from pixel level and block or feature based methods to Fourier domain methods. This book is focused on providing algorithms and image and video techniques for registration and quality performance metrics. The authors provide various assessment metrics for measuring registration quality alongside analyses of registration techniques, introducing and explaining both familiar and state-of-the-art registration methodologies used in a variety of targeted applications. Key features: * Provides a state-of-the-art review of image and video registration techniques, allowing readers to develop an understanding of how well the techniques perform by using specific quality assessment criteria * Addresses a range of applications from familiar image and video processing domains to satellite and medical imaging among others, enabling readers to discover novel methodologies with utility in their own research * Discusses quality evaluation metrics for each application domain with an interdisciplinary approach from different research perspectives

商品描述(中文翻譯)

資料註冊是一系列的技術,用於將相似的物件或資料集匹配或對齊。這些技術在各種應用中廣泛使用,例如視頻編碼、跟踪、物體和人臉檢測和識別、監視和衛星成像、醫學影像分析和運動結構等。註冊方法多種多樣,從像素級和基於區塊或特徵的方法到傅立葉域方法。本書的重點是提供註冊和品質性能指標的演算法、圖像和視頻技術。作者提供了各種評估指標,用於衡量註冊品質,並分析註冊技術,介紹和解釋在各種目標應用中使用的熟悉和最新的註冊方法。主要特點包括: * 提供圖像和視頻註冊技術的最新綜述,讓讀者能夠通過使用特定的品質評估標準來了解這些技術的表現如何 * 涵蓋了各種應用,從熟悉的圖像和視頻處理領域到衛星和醫學影像等,讓讀者能夠發現在自己的研究中有用的新方法 * 從不同的研究角度以跨學科的方式討論每個應用領域的品質評估指標