Screen LibraryPattern recognition and image processing /
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 a...
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| Main Authors: | |
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| Corporate Authors: | |
| Published: |
Woodhead Publishing,
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| Publisher Address: | Cambridge, England : |
| Publication Dates: |
2011. ©1998 |
| Literature type: | eBook |
| Language: | English |
| Series: |
Woodhead Publishing Series in Electronic and Optical Materials
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| Subjects: | |
| Online Access: |
http://www.sciencedirect.com/science/book/9781898563525 |
| Summary: |
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). Outlines the identification and classification of objects by electronics-driven image processing and pattern recognitionDiscusses object detection, shape, roundness and sharpness analysis, orientation analysis and arrangement analysisDelivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science and medical imaging. |
| Carrier Form: | 1 online resource (258 pages) : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9780857099761 0857099760 |
| Index Number: | TA1650 |
| CLC: | TP391.4 |