Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
A rule-based video database system architecture
Information Sciences—Informatics and Computer Science: An International Journal
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Discourse segmentation by human and automated means
Computational Linguistics
Data & Knowledge Engineering - NLDB2002
A statistical information extraction system for Turkish
Natural Language Engineering
Advances in domain independent linear text segmentation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Spatio-temporal querying in video databases
Information Sciences—Informatics and Computer Science: An International Journal
Message Understanding Conference-6: a brief history
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
SeLeCT: a lexical cohesion based news story segmentation system
AI Communications - STAIRS 2002
Story boundary detection in large broadcast news video archives: techniques, experience and trends
Proceedings of the 12th annual ACM international conference on Multimedia
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
KIM – a semantic platform for information extraction and retrieval
Natural Language Engineering
Web-assisted annotation, semantic indexing and search of television and radio news
WWW '05 Proceedings of the 14th international conference on World Wide Web
BLEU: a method for automatic evaluation of machine translation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Spoken and written news story segmentation using lexical chains
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
The challenge problem for automated detection of 101 semantic concepts in multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
SemanticVox: a multilingual video search engine
Proceedings of the 6th ACM international conference on Image and video retrieval
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
User-assisted query translation for interactive cross-language information retrieval
Information Processing and Management: an International Journal
Information retrieval on Turkish texts
Journal of the American Society for Information Science and Technology
A novel block intensity comparison code for video classification and retrieval
Expert Systems with Applications: An International Journal
Proceedings of the 18th international conference on World wide web
Lattice parsing to integrate speech recognition and rule-based machine translation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Story segmentation of brodcast news in English, Mandarin and Arabic
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Named Entity Recognition Experiments on Turkish Texts
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
IEEE Transactions on Audio, Speech, and Language Processing
News story segmentation in multiple modalities
Multimedia Tools and Applications
Effective content-based video retrieval using pattern-indexing and matching techniques
Expert Systems with Applications: An International Journal
RitroveRAI: a web application for semantic indexing and hyperlinking of multimedia news
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Story segmentation in news videos using visual and text cues
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
TV news story segmentation based on semantic coherence and content similarity
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Using Webcast Text for Semantic Event Detection in Broadcast Sports Video
IEEE Transactions on Multimedia
Hi-index | 12.05 |
It is commonly acknowledged that ever-increasing video archives should be conveniently indexed with the conveyed semantic information to facilitate later video retrieval. Domain-independent semantic video indexing is usually carried out through manual means which is too time-consuming and labor-intensive to be employed in practical settings. On the other hand, fully automated approaches are usually proposed for very specialized domains such as team sports videos. In this paper, we propose a generic text-based semi-automatic system for off-line semantic indexing and retrieval of news videos, since video texts such as speech transcripts stand as a plausible source of semantic information. The proposed system has a pipelined flow of execution where the sole manual intervention takes place during text extraction, yet it could execute in fully automated mode in case the associated video text is already available or a convenient text extractor is available to be incorporated into the system. At the core of the system is an information extraction component - a named entity recognizer - which extracts representative semantic information from the video texts. Based on the proposed generic system, a novel semantic annotation and retrieval system for Turkish is designed, implemented, and evaluated on two distinct news video data sets. By equipping it with the necessary components, the ultimate system is also turned into a multilingual video retrieval system and executed on a video data set in English, thereby facilitating multilingual semantic video retrieval.