Pattern Recognition and Image Processing
- 1 Edición - 1 de septiembre de 1998
- Última edición
- Autor: D Luo
- Idioma: Inglés
This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of… Leer más
Descripción
Descripción
This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant. Object analysis first uses image processing to detect objects and extract their features, then identifies and classifies them by pattern recognition. Its manifold applications include recognition of objects in satellite images which enable discrimination between different objects, such as fishing boats, merchant ships or warships; machine spare parts e.g. screws, nuts etc. (engineering); detection of cancers, ulcers, tumours and so on (medicine); and recognition of soil particles of different types (agriculture or soil mechanics in civil engineering).
Puntos claves
Puntos claves
- Outlines the identification and classification of objects by electronics-driven image processing and pattern recognition
- Discusses object detection, shape, roundness and sharpness analysis, orientation analysis and arrangement analysis
- Delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science and medical imaging
De interès para
De interès para
Advanced undergraduate students, graduate students, and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant
Índice
Índice
Introduction; Object detection; Shape analysis; Analysis of roundness/sharpness; Orientation analysis; Arrangement analysis; Conclusions; Computer programs.
Detalles del producto
Detalles del producto
- Edición: 1
- Última edición
- Publicado: 1 de septiembre de 1998
- Idioma: Inglés
Sobre el autor
Sobre el autor
DL
D Luo
Daisheng Luo, Glasgow University, UK
Afiliaciones y experiencia
Glasgow University, UKVer libro en ScienceDirect
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Lee Pattern Recognition and Image Processing en ScienceDirect