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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Anwendungs-Software Statistical Models of Shape
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Statistical Models of Shape
Rhodri Davies, Carole Twining, Chris Taylor (Broschiert, Englisch)
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Beschreibung
The goal of image interpretation is to convert raw image data into me- ingful information. Images are often interpreted manually. In medicine, for example, a radiologist looks at a medical image, interprets it, and tra- lates the data into a clinically useful form. Manual image interpretation is, however, a time-consuming, error-prone, and subjective process that often requires specialist… knowledge. Automated methods that promise fast and - jective image interpretation have therefore stirred up much interest and have become a signi?cant area of research activity. Early work on automated interpretation used low-level operations such as edge detection and region growing to label objects in images. These can p- ducereasonableresultsonsimpleimages,butthepresenceofnoise,occlusion, andstructuralcomplexity oftenleadstoerroneouslabelling. Furthermore,- belling an object is often only the ?rst step of the interpretation process. In order to perform higher-level analysis, a priori information must be incor- rated into the interpretation process. A convenient way of achieving this is to use a ?exible model to encode information such as the expected size, shape, appearance, and position of objects in an image. The use of ?exible models was popularized by the active contour model, or ‘snake’ [98]. A snake deforms so as to match image evidence (e.g., edges) whilst ensuring that it satis?es structural constraints. However, a snake lacks speci?city as it has little knowledge of the domain, limiting its value in image interpretation. 106,99 €
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Technische Daten
Erscheinungsdatum
04.11.2014
Sprache
Englisch
EAN
9781447160427
Herausgeber
Springer London
Sonderedition
Nein
Autor
Rhodri Davies, Carole Twining, Chris Taylor
Seitenanzahl
302
Auflage
1
Einbandart
Broschiert
Buch Untertitel
Optimisation and Evaluation
Schlagwörter
Computer Vision, Computer visison, Correspondence, Medical image analysis, Minimum description length, Pattern recognition, Statistical shape models, image analysis
Thema-Inhalt
UYQV - Maschinelles Sehen, Bildverstehen
UYT - Bildverarbeitung
UYQP - Mustererkennung
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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