Machine Learning and Statistical Modeling Approaches to Image Retrieval

• Κύριοι συγγραφείς: Chen, Yixin (Συγγραφέας), Li, Jia (Συγγραφέας), Wang, James Z. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2004.
• Σειρά: The Information Retrieval Series, 14
• Θέματα: Physics.; Multimedia information systems.; Artificial intelligence.; Image processing.; Management information systems.; Computer science.; Optics.; Optoelectronics.; Plasmons (Physics).; Statistics.; Optics, Optoelectronics, Plasmonics and Optical Devices.; Multimedia Information Systems.; Artificial Intelligence (incl. Robotics).; Management of Computing and Information Systems.; Statistics, general.; Image Processing and Computer Vision.

In the early 1990s, the establishment of the Internet brought forth a revolutionary viewpoint of information storage, distribution, and processing: the World Wide Web is becoming an enormous and expanding distributed digital library. Along with the development of the Web, image indexing and retrieva...

Πίνακας περιεχομένων:

• Image Retrieval and Linguistic Indexing
• Machine Learning and Statistical Modeling
• A Robust Region-Based Similarity Measure
• Cluster-Based Retrieval by Unsupervised Learning
• Categorization by Learning and Reasoning with Regions
• Automatic Linguistic Indexing of Pictures
• Modeling Ancient Paintings
• Conclusions and Future Work.