Bio-Inspired Computing for Image and Video Processing
暫譯: 生物啟發計算於影像與視頻處理的應用

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2018-02-01
  • 售價: $6,430
  • 貴賓價: 9.5$6,109
  • 語言: 英文
  • 頁數: 436
  • 裝訂: Hardcover
  • ISBN: 1498765920
  • ISBN-13: 9781498765923
  • 海外代購書籍(需單獨結帳)

商品描述

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach that often involves the method of specifying a set of simple rules, a set of simple organisms which adhere to those rules, and of iteratively applying those rules.

Bio-Inspired Computing for Image and Video Processing covers interesting and challenging new theories in image and video processing. It addresses the growing demand for image and video processing in diverse application areas, such as secured biomedical imaging, biometrics, remote sensing, texture understanding, pattern recognition, content-based image retrieval, and more.

This book is perfect for students following this topic at both undergraduate and postgraduate level. It will also prove indispensable to researchers who have an interest in image processing using bio-inspired computing.

商品描述(中文翻譯)

在近幾年,生物啟發的計算理論和工具已經發展出來,以協助人們從高維數據中提取知識。這些方法在學習上採取了更具進化性的方式,與傳統的人工智慧(AI)和可以被描述為「創造論」的方法有所不同。生物啟發計算採取自下而上的去中心化方法,通常涉及指定一組簡單規則、一組遵循這些規則的簡單生物,並反覆應用這些規則。

《生物啟發計算在影像與視頻處理中的應用》涵蓋了影像和視頻處理中有趣且具挑戰性的全新理論。它針對在多樣化應用領域中對影像和視頻處理日益增長的需求進行探討,例如安全的生物醫學影像、生物識別、遙感、紋理理解、模式識別、基於內容的影像檢索等。

這本書非常適合本科生和研究生學習這一主題的學生。對於對使用生物啟發計算進行影像處理感興趣的研究人員來說,它也將是不可或缺的資源。