Intelligent Multimedia Processing with Soft Computing

ISBN-13: 9783642061981 / Angielski / Miękka / 2010 / 473 str.

Yap Peng Tan;Kim-Hui Yap;Lipo Wang

Opis

The past years have witnessed a large number of interesting applications of various soft computing techniques, such as fuzzy logic, neural networks, and evolutionary computation, to intelligent multimedia processing. This carefully edited monograph presents novel applications of soft computing in multimedia processing. It includes contributions by leading experts in their fields addressing important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, or processing and filtering. This book is aimed at researchers, graduate students, and industrial practitioners in the broad areas of multimedia and soft computing.

Spis treści

Human-Centered Computing for Image and Video Retrieval.- Vector Color Image Indexing and Retrieval within A Small-World Framework.- A Perceptual Subjectivity Notion in Interactive Content-Based Image Retrieval Systems.- A Scalable Bootstrapping Framework for Auto-Annotation of Large Image Collections.- Moderate Vocabulary Visual Concept Detection for the TRECVID 2002.- Automatic Visual Concept Training Using Imperfect Cross-Modality Information.- Audio-Visual Event Recognition with Application in Sports Video.- Fuzzy Logic Methods for Video Shot Boundary Detection and Classification.- Rate-Distortion Optimal Video Summarization and Coding.- Video Compression by Neural Networks.- Knowledge Extraction in Stereo Video Sequences Using Adaptive Neural Networks.- An Efficient Genetic Algorithm for Small Search Range Problems and Its Applications.- Manifold Learning and Applications in Recognition.- Face Recognition Using Discrete Cosine Transform and RBF Neural Networks.- Probabilistic Reasoning for Closed-Room People Monitoring.- Human-Machine Communication by Audio-Visual Integration.- Probabilistic Fusion of Sorted Score Sequences for Robust Speaker Verification.- Adaptive Noise Cancellation Using Online Self-Enhanced Fuzzy Filters with Applications to Multimedia Processing.- Image Denoising Using Stochastic Chaotic Simulated Annealing.- Soft Computation of Numerical Solutions to Differential Equations in EEG Analysis.- Providing Common Time and Space in Distributed AV-Sensor Networks by Self-Calibration.

Blurb

The past years have witnessed a large number of interesting applications of various soft computing techniques, such as fuzzy logic, neural networks, and evolutionary computation, to intelligent multimedia processing. This carefully edited monograph presents novel applications of soft computing in multimedia processing. It includes contributions by leading experts in their fields addressing important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, or processing and filtering. This book aims at researchers, graduate students, and industrial practitioners in the broad areas of multimedia and soft computing.