Buch, Englisch, Band 1948, 264 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 429 g
Reihe: Lecture Notes in Mathematics
Buch, Englisch, Band 1948, 264 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 429 g
Reihe: Lecture Notes in Mathematics
ISBN: 978-3-540-68480-0
Verlag: Springer Berlin Heidelberg
Recent years have seen dramatic progress in shape recognition algorithms applied to ever-growing image databases. They have been applied to image stitching, stereo vision, image mosaics, solid object recognition and video or web image retrieval. More fundamentally, the ability of humans and animals to detect and recognize shapes is one of the enigmas of perception. The book describes a complete method that starts from a query image and an image database and yields a list of the images in the database containing shapes present in the query image. A false alarm number is associated to each detection. Many experiments will show that familiar simple shapes or images can reliably be identified with false alarm numbers ranging from 10 to less than 10. Technically speaking, there are two main issues. The first is extracting invariant shape descriptors from digital images. Indeed, a shape can be seen from various angles and distances and in various lights.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Geometrie
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
- Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
- Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie
- Mathematik | Informatik Mathematik Mathematik Interdisziplinär Computeralgebra
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
Weitere Infos & Material
Extracting Image boundaries.- Extracting Meaningful Curves from Images.- Level Line Invariant Descriptors.- Robust Shape Directions.- Invariant Level Line Encoding.- Recognizing Level Lines.- A Contrario Decision: the LLD Method.- Meaningful Matches: Experiments on LLD and MSER.- Grouping Shape Elements.- Hierarchical Clustering and Validity Assessment.- Grouping Spatially Coherent Meaningful Matches.- Experimental Results.- The SIFT Method.- The SIFT Method.- Securing SIFT with A Contrario Techniques.