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We are delighted to welcome you to the proceedings of the 1st International Conference on Semantic and Digital Media Technologies held in Athens. SAMT 2006 aims to narrowthe large disparity between the low-level descr- tors that can be computed automatically from multimedia content and the ri- ness and subjectivity of semantics in user queries and human interpretations of audiovisual media The Semantic Gap. SAMT started out as two workshops, EWIMT 2004 and EWIMT 2005, that quickly achieved success in attracting high-quality papers from across Europe and beyond. This year EWIMT turned into the full-?edged conference SAMT, bringing together forums, projects, - stitutions and individuals investigating the integration of knowledge, semantics and low-level multimedia processing, and linking them with industrial engineers who exploit the underlying emerging technology. In total, 68 papers were submitted to the SAMT 2006 conference and each was reviewed by at least two independent reviewers. We are grateful to the membersoftheTechnicalProgramCommitteewhocompletedthesereviewsand allowed us to put together a very strong technical program of 17 papers. The selection process was very competitive with only 25% of papers being selected for oral presentation. The program also included two invited keynote talks from Alan Smeaton and Guus Schreiber, and we are very grateful to them for their insightful presentations.
Autorentext
PD Dr. Steffen Staab is a senior lecturer in applied computer science at the University of Karlsruhe. He has earned a M.S.E. from University of Pennsylvania, a Dr. rer. nat. from University of Freiburg and his habilitation from University of Karlsruhe. He has done research in the fields of computational linguistics, text mining, ontology engineering, knowledge management, and peer-to-peer.
Klappentext
This book constitutes the refereed proceedings of the First International Conference on Semantics and Digital Media Technologies, SAMT 2006, held in Athens, Greece in December 2006. The 17 revised full papers address a wide area of integrative research on new knowledge-based forms of digital media systems, semantics, and low-level multimedia processing.
Inhalt
Content vs. Context for Multimedia Semantics: The Case of SenseCam Image Structuring.- A Scalable Framework for Multimedia Knowledge Management.- In Search for Your Own Virtual Individual.- Enabling Multimedia Metadata Interoperability by Defining Formal Semantics of MPEG-7 Profiles.- Trend Detection in Folksonomies.- Personal Semantic Indexation of Images Using Textual Annotations.- Human Activity Language: Grounding Concepts with a Linguistic Framework.- An Engine for Content-Aware On-Line Video Adaptation.- Image Clustering Using Multimodal Keywords.- A Probability-Based Unified 3D Shape Search.- A Bayesian Network Approach to Multi-feature Based Image Retrieval.- Extraction of Motion Activity from Scalable-Coded Video Sequences.- Image Classification Using an Ant Colony Optimization Approach.- Use of Image Regions in Context-Adaptive Image Classification.- BPT Enhancement Based on Syntactic and Semantic Criteria.- Semantic Image Analysis Using a Learning Approach and Spatial Context.- A Context-Based Region Labeling Approach for Semantic Image Segmentation.- Automated Speech and Audio Analysis for Semantic Access to Multimedia.