Concise Computer Vision
An Introduction into Theory and Algorithms
Seiten
2014
Springer London Ltd (Verlag)
978-1-4471-6319-0 (ISBN)
Springer London Ltd (Verlag)
978-1-4471-6319-0 (ISBN)
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This textbook provides an accessible general introduction to the essential topics in computer vision. Classroom-tested programming exercises and review questions are also supplied at the end of each chapter. Features: provides an introduction to the basic notation and mathematical concepts for describing an image and the key concepts for mapping an image into an image; explains the topologic and geometric basics for analysing image regions and distributions of image values and discusses identifying patterns in an image; introduces optic flow for representing dense motion and various topics in sparse motion analysis; describes special approaches for image binarization and segmentation of still images or video frames; examines the basic components of a computer vision system; reviews different techniques for vision-based 3D shape reconstruction; includes a discussion of stereo matchers and the phase-congruency model for image features; presents an introduction into classification and learning.
Dr. Reinhard Klette, FRSNZ, is a Professor at the Tamaki Innovation Campus of The University of Auckland, New Zealand. His numerous other publications include the Springer title Euclidean Shortest Paths: Exact or Approximate Algorithms.
1: Image Data.- 2: Image Processing.- 3: Image Analysis.- 4: Dense Motion Analysis.- 5: Image Segmentation.- 6: Cameras, Coordinates and Calibration.- 7: 3D Shape Reconstruction.- 8: Stereo Matching.- 9: Feature Detection and Tracking.- 10: Object Detection.
Reihe/Serie | Undergraduate Topics in Computer Science | Undergraduate Topics in Computer Science |
---|---|
Zusatzinfo | 229 Illustrations, color; 69 Illustrations, black and white; XVIII, 429 p. 298 illus., 229 illus. in color. |
Verlagsort | England |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Mathematik / Informatik ► Informatik ► Software Entwicklung | |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
ISBN-10 | 1-4471-6319-2 / 1447163192 |
ISBN-13 | 978-1-4471-6319-0 / 9781447163190 |
Zustand | Neuware |
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