Fundamentals of image data mining : analysis, features, classification and retrieval /: analysis, features, classification and retrieval. ([2019])

• Record Type: Book
• Further Information: Note: Dengsheng Zhang.
• Authors: Zhang, Dengsheng
• Contents: Part I: Preliminaries -- Fourier Transform -- Windowed Fourier Transform -- Wavelet Transform -- Part II: Image Representation and Feature Extraction -- Color Feature Extraction -- Texture Feature Extraction -- Shape Representation -- Part III: Image Classification and Annotation -- Bayesian Classification -- Support Vector Machines -- Artificial Neural Networks -- Image Annotation with Decision Trees -- Part IV: Image Retrieval and Presentation -- Image Indexing -- Image Ranking -- Image Presentation -- Appendix: Deriving the Conditional Probability of a Gaussian Process.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.3/12; Multimedia data mining; Electronic books
• Languages: English
• ISBNs: 9783030179892; 3030179893
• Related ISBNs: 3030179885; 9783030179885
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from digital title page (viewed on June 20, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.