Foundations of Computer Vision Computational Geometry, Visual Image Structures and Object Shape Detection /

This book introduces the fundamentals of computer vision (CV), with a focus on extracting useful information from digital images and videos. Including a wealth of methods used in detecting and classifying image objects and their shapes, it is the first book to apply a trio of tools (computational ge...

Ful tanımlama

Detaylı Bibliyografya
Yazar: Peters, James F. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Seri Bilgileri:Intelligent Systems Reference Library, 124
Konular:
Computational intelligence.
Computer vision.
Artificial intelligence.
Graph theory.
Computational Intelligence.
Computer Vision.
Artificial Intelligence.
Graph Theory.
Online Erişim:Full-text access
İçindekiler:
  • Basics Leading to Machine Vision
  • Working with Pixels
  • Visualising Pixel Intensity Distributions
  • Linear Filtering
  • Edges, Lines, Corners, Gaussian kernel and Voronoï Meshes
  • Delaunay Mesh Segmentation
  • Video Processing. An Introduction to Real-Time and Offline Video Analysis
  • Lowe Keypoints, Maximal Nucleus Clusters, Contours and Shapes
  • Postscript. Where Do Shapes fit into the Computer Vision Landscape?.

Benzer Materyaller