Computer Vision Methods for Fast Image Classification and Retrieval

Scherer, Rafal

  • 出版商: Springer
  • 出版日期: 2019-02-07
  • 售價: $5,010
  • 貴賓價: 9.5$4,760
  • 語言: 英文
  • 頁數: 137
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030121941
  • ISBN-13: 9783030121945
  • 相關分類: Computer Vision 電腦視覺

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商品描述

The book presents selected methods for accelerating image retrieval and classification in large collections of images using what are referred to as 'hand-crafted features.' It introduces readers to novel rapid image description methods based on local and global features, as well as several techniques for comparing images.
Developing content-based image comparison, retrieval and classification methods that simulate human visual perception is an arduous and complex process. The book's main focus is on the application of these methods in a relational database context. The methods presented are suitable for both general-type and medical images. Offering a valuable textbook for upper-level undergraduate or graduate-level courses on computer science or engineering, as well as a guide for computer vision researchers, the book focuses on techniques that work under real-world large-dataset conditions.