Fundamentals of Computer Vision (美國原版)

Wesley E. Snyder, Hairong Qi

  • 出版商: Cambridge
  • 出版日期: 2017-09-28
  • 售價: $3,300
  • 貴賓價: 9.5$3,135
  • 語言: 英文
  • 頁數: 390
  • 裝訂: Hardcover
  • ISBN: 1107184886
  • ISBN-13: 9781107184886
  • 相關分類: Computer Vision
  • 相關翻譯: 計算機視覺基礎 (簡中版)
  • 立即出貨 (庫存=1)

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商品描述

Computer vision has widespread and growing application including robotics, autonomous vehicles, medical imaging and diagnosis, surveillance, video analysis, and even tracking for sports analysis. This book equips the reader with crucial mathematical and algorithmic tools to develop a thorough understanding of the underlying components of any complete computer vision system and to design such systems. These components include identifying local features such as corners or edges in the presence of noise, edge preserving smoothing, connected component labeling, stereopsis, thresholding, clustering, segmentation, and describing and matching both shapes and scenes. The extensive examples include photographs of faces, cartoons, animal footprints, and angiograms, and each chapter concludes with homework exercises and suggested projects. Intended for advanced undergraduate and beginning graduate students, the text will also be of use to practitioners and researchers in a range of applications.

商品描述(中文翻譯)

計算機視覺廣泛應用於機器人技術、自動駕駛車輛、醫學影像與診斷、監控、視頻分析,甚至運動分析中的追蹤等領域。本書提供讀者必要的數學和算法工具,以深入理解任何完整計算機視覺系統的基本組件並設計這樣的系統。這些組件包括在噪聲存在的情況下識別局部特徵,如角點或邊緣,保持邊緣平滑,連通分量標記,立體視覺,閾值處理,聚類,分割,以及描述和匹配形狀和場景。豐富的示例包括人臉照片、卡通、動物足跡和血管攝影,每章結束時都有作業練習和建議的項目。本書適用於高年級本科生和初級研究生,同時也對從事應用研究的從業人員和研究人員有所幫助。