Proceedings ArticleDOI
Neural-fuzzy approach for content-based retrieval of digital video
Siddhivinayak Kulkarni
- Vol. 4, pp 2235-2238
TLDR
A novel neural-fuzzy based approach for retrieving a specific video clip from a video database using error backpropagation algorithm to learn the meaning of queries in fuzzy terms such as "very similar", "similar" and "some-what similar".Abstract:
As digital video databases become more and more pervasive, finding video in large databases becomes a major problem. Because of the nature of video (streamed objects), accessing the content of such databases is inherently a time-consuming operation. The paper proposes a novel neural-fuzzy based approach for retrieving a specific video clip from a video database. Fuzzy logic is used for expressing queries in terms of natural language and a neural network is designed to learn the meaning of these queries. The queries are designed based on features such as colour and texture of shots, scenes and objects in video clips. An error backpropagation algorithm is proposed to learn the meaning of queries in fuzzy terms such as "very similar", "similar" and "some-what similar". Preliminary experiments were conducted on a small video database and different combinations of queries using colour and texture features along with a visual video clip; very promising results were achieved.read more
Citations
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Book ChapterDOI
Computational Intelligence in Multimedia Processing: Foundation and Trends
TL;DR: A review of the current literature on CI based approaches to various problems in multimedia computing such as speech, audio and image processing, video watermarking, content-based multimedia indexing and retrieval, and challenges to be addressed and future directions of research are presented.
Book ChapterDOI
Computational intelligence in multimedia processing
TL;DR: Some of the applications of CI in multimedia processing, including shot detection in video, logotype detection, video copy detection and retrieval, and faces coding in video sequences are reviewed.
Book ChapterDOI
Fuzzy Logic for Image Retrieval and Image Databases: A Literature Overview
Li Yan,Zongmin Ma +1 more
Proceedings ArticleDOI
Video Segmentation Based on Shot Boundary Coefficient
Junqing Yu,Bo Tian,Yang Tang +2 more
TL;DR: A novel approach is proposed to detect cuts and gradual shots using shot boundary coefficient (SBC) combined with HSV divisional histogram, and a good compromise between speed and accuracy is achieved.
Book ChapterDOI
Soft computing techniques in content-based multimedia information retrieval.
TL;DR: In the last years, the growing dissemination of digital information and the consequent need to improve the retrieval of this information have given rise to a strong interest for the research in Information Retrieval (IR), a field that is expanding along with the challenges related to the explosion of the Web and the development of information and communication technologies.
References
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Journal ArticleDOI
Query by image and video content: the QBIC system
Myron D. Flickner,Harpreet Sawhney,W. Niblack,Jonathan Ashley,Qian Huang,Byron Dom,Monika Gorkani,James Lee Hafner,D. Lee,Dragutin Petkovic,David Steele,Peter Cornelius Yanker +11 more
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Proceedings Article
Query by image and video content: the QBIC system
Myron D. Flickner,Harpreet Sawhney,W. Niblack,Jonathan Ashley,Qian Huang,Byron Dom,Monika Gorkani,James Lee Hafner,D. Lee,Dragutin Petkovic,David Steele,Peter Cornelius Yanker +11 more
TL;DR: The Query by Image Content (QBIC) system as mentioned in this paper allows queries on large image and video databases based on example images, user-constructed sketches and drawings, selected color and texture patterns, camera and object motion, and other graphical information.
Proceedings ArticleDOI
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Proceedings ArticleDOI
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Proceedings ArticleDOI
Compressed-domain video indexing techniques using DCT and motion vector information in MPEG video
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