Computer Vision for Microscopy Image Analysis
  • Release Date : 15 February 2019
  • Publisher : Academic Press
  • Genre : Computers
  • Pages : 350 pages
  • ISBN 13 : 0128149728
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Download or read book entitled Computer Vision for Microscopy Image Analysis by author: Mei Chen, Ph.D which was release on 15 February 2019 and published by Academic Press with total page 350 pages . This book available in PDF, EPUB and Kindle Format. Computer Vision for Microscopy Image Analysis provides a broad and in-depth introduction to state-of-the-art computer vision techniques for microscopy image analysis, showing how they can be applied to biological and medical data. Topics covered include sections on how computer vision analysis can automate and enhance human assessment of microscopy images for discovery, the important steps in microscopy image analysis, state-of-the-art methods for microscopy image analysis, how high-throughput microscopy enables researchers to automatically acquire thousands of images over a matter of hours, and more. Contains a general overview on each topics that is followed by an in-depth presentation of a state-of-the-art approach Includes perspectives and content contributed by both technologists and biologists Covers specific problems of segmentation and mitosis detection Introduces the fundamentals of tracking and 3D analysis Presents open source data and toolsets for microscopy image analysis on an accompanying website