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Explore content-based interactivity, representation of visual content, similarity models, index structures, data models, and music databases in multimedia information systems.
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Reading List for CS4570Multimedia Information Systems Arbee L.P. Chen
Introduction • Chapter 1, Visual Information Retrieval, Del Bimbo
Topic 1: Content-Based Interactivity • Spatial-match Iconic Image Retrieval with Ranking in Multimedia Database (Chang & Kim) • 3D-List: A Data Structure for Efficient Video Query Processing (Liu & Chen) • Video Retrieval based on the Object's Motion Trajectory (Lee, You & Kim) • Retrieving Video Data via Motion Tracks of Content Symbols (Wai & Chen)
Topic 2: Representation of Visual Content • Efficient Image Retrieval Approaches for Different Similarity Requirements (Tsai & Chen) • Visual Querying By Color Perceptive Regions (Del Bimbo, et al.) • An Efficient Approach on Content-Based Image Retrieval with DCT Coefficient Indexes (Lin & Chen) • Content-Based Image Retrieval by Feature Point Matching (Hsu, Wu & Chen) • A Mask Matching Approach for Video Segmentation on Compressed Data (Kuo & Chen)
Topic 4: Index Structures • Indexing of Multimedia Data (Faloutsos) • Efficient Near Neighbor Searching Using Multi-Indexes for Content-Based Multimedia Data Retrieval (Liu & Chen)
Topic 5: Data Models • Content-Based Query Processing for Video Databases (Kuo & Chen) • Semantic Video Model for Content-based Retrieval (Koh, Lee & Chen)
Topic 6: Music Databases (I) • Music Databases: Indexing Techniques and Implementation (Chou & Chen) • Query by Rhythm: An Approach for Song Retrieval in Music Databases (Chen & Chen) • An Approximate String Matching Algorithm for Content-Based Music Data Retrieval (Liu, Hsu & Chen)
Topic 6: Music Databases (II) • Query by Music Segments: An Efficient Approach for Song Retrieval (Chen, et al.) • Efficient Repeating Pattern Finding in Music Databases (Hsu, Liu & Chen) • Efficient Theme and Non-Trivial Repeating Pattern Discovering in Music Databases (Liu, Hsu & Chen) • Efficient Multi-Feature Index Structures for Music Data Retrieval (Lee & Chen)