Recent Advances in Intelligent Image Search and Video Retrieval

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Liu, Chengjun (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Intelligent Systems Reference Library, 121
• Θέματα: Engineering.; Artificial intelligence.; Image processing.; Computational intelligence.; Computational Intelligence.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).

This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignmen...

Πίνακας περιεχομένων:

• Feature Representation and Extraction for Image Search and Video Retrieval
• Learning and Recognition Methods for Image Search and Video Retrieval
• Improved Soft Assignment Coding for Image Classification
• Inheritable Color Space (InCS) and Generalized InCS Framework with Applications to Kinship Verification
• Novel Sparse Kernel Manifold Learner for Image Classification Applications
• A New Efficient SVM (eSVM) with Applications to Accurate and Efficient Eye Search in Images
• SIFT Features in Multiple Color Spaces for Improved Image Classification
• Clothing Analysis for Subject Identification and Retrieval
• Performance Evaluation of Video Analytics for Traffic Incident Detection and Vehicle Counts Collection.