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Color Content based Video Retrieval

Smita Chavan, Shubhangi Sapkal
2013 International Journal of Computer Applications  
Integrated semantic based approach is proposed for similarity computations to improve the retrieval effectiveness in content based video retrieval.  ...  which appear in video shots is a challenging task.  ...  In video retrieval based on content. Query video feature vectors are compared with all feature vectors which are stored in a database.  ... 
doi:10.5120/14619-2931 fatcat:oit7toelmzcqjdoqnk7yeq52vm

Semantic Enriched Lecture Video Retrieval System Using Feature Mixture and Hybrid Classification

Daga B. S., Ghatol A. A, Thakare V.M.
2017 Advances In Image and Video Processing  
In this paper, a semantic enriched lecture video retrieval system has been proposed. The key frames from the video are extracted through the pre-processing.  ...  The advancement in the web technologies has increased the lecture video contents tremendously.  ...  The text based video retrieval method retrieves the text video files present in the database.  ... 
doi:10.14738/aivp.53.2852 fatcat:7g6f3njiqzfjxlpksz2scmmxwu

A survey on content-based retrieval for multimedia databases

A. Yoshitaka, T. Ichikawa
1999 IEEE Transactions on Knowledge and Data Engineering  
In addition, composite data consisting of heterogeneous types of data also associates with the semantic content acquired by a user's recognition.  ...  Implementation of the content-based retrieval facility is not based on a single fundamental, but is closely related to an underlying data model, a priori knowledge of the area of interest, and the scheme  ...  Examples that provide content-based retrieval for a video database through textual annotation are [44] , [31] , [36] .  ... 
doi:10.1109/69.755617 fatcat:fhqr76ecbzgpdhbqwgbhlg2k6q

Development of a web-based video management and application processing system

Shermann S. Chan, Yi Wu, Qing Li, Yueting Zhuang, John R. Smith, Sethuraman Panchanathan, C.-C. Jay Kuo, Chinh Le
2001 Internet Multimedia Management Systems II  
In this paper, we present a web-oriented video management and application processing system, based on our previous work on multimedia database and content-based retrieval.  ...  semantics of video objects, and also offers an improved mechanism to describe visual content of videos by content-based analysis method. (3) Query profiling database which records the "histories" of various  ...  In this paper, we present a web-oriented approach for video management and application processing, which is based on our previous work on multimedia database and content-based retrieval.  ... 
doi:10.1117/12.434265 fatcat:zaajh2n76vcbpcb2gznkz22mte

Application of Semistructured Data Model to the Implementation of Semantic Content-Based Video Retrieval System

Lilac A. E. Al-Safadi, Janusz R. Getta
2007 International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM'07)  
This work introduces a new multilevel view of data for the semantic content-based video retrieval systems.  ...  Semantic content-based video retrieval system is a software system that uses a semantic index built over a collection of video documents to retrieve the sequences of video frames that satisfy the given  ...  The implementations of semantic content-based video retrieval systems still need more research in the areas of formal description of semantic contents of video documents, data models and database systems  ... 
doi:10.1109/ubicomm.2007.12 fatcat:fx44n4g3rjaf7lovfw74ock5h4

MultiView: Multilevel video content representation and retrieval

Jianping Fan, Walid G. Aref, Ahmed K. Elmagarmid, Mohand-Said Hacid, Mirette S. Marzouk, Xingquan Zhu
2001 Journal of Electronic Imaging (JEI)  
First, a multilevel video database model is given.  ...  In this article, several practical algorithms are proposed to support content-based video analysis, modeling, representation, summarization, indexing, and access.  ...  In Sec. 2 we discuss related work on content-based video database systems.  ... 
doi:10.1117/1.1406944 fatcat:ngtiwnmuqfak7gq5u2ff6s6oki

Content Based Video Retrieval Systems

B V Patel
2012 International Journal of UbiComp  
We also identify present research issues in area of content based video retrieval systems.  ...  Selection of extracted features play an important role in content based video retrieval regardless of video attributes being under consideration.  ...  In Content-Based TV Sports Video Retrieve Based on Audio-Visual Features and Text [32] authors propose content-based video retrieval, which is a kind of retrieval by its semantical contents.  ... 
doi:10.5121/iju.2012.3202 fatcat:rrtofvbjfbakhacn565qre5enq

Accommodating hybrid retrieval in a comprehensive video database management system

S.S.M. Chan, Qing Li, Yi Wu, Yueting Zhuang
2002 IEEE transactions on multimedia  
In this paper, we advocate a hybrid retrieval approach by integrating a query-based (database) mechanism with content-based retrieval (CBR) functions.  ...  A comprehensive video retrieval system should be able to accommodate and utilize various (complementary) description data in facilitating effective retrieval.  ...  Consequently, it is necessary and cost-effective to complement content-based retrieval with declarative, efficient query-based retrieval in the video database system.  ... 
doi:10.1109/tmm.2002.1017730 fatcat:il6of2keszelffo7k35bpfn4ne

The State of the Art in Image and Video Retrieval [chapter]

Nicu Sebe, Michael S. Lew, Xiang Zhou, Thomas S. Huang, Erwin M. Bakker
2003 Lecture Notes in Computer Science  
Image and video retrieval continues to be one of the most exciting and fastestgrowing research areas in the field of multimedia technology. What are the main challenges in image and video retrieval?  ...  What is needed is that the techniques for organizing images and video stay in tune with the amounts of information. Therefore, there is an urgent need for a semantic understanding of image and video.  ...  Observing that the moving objects' trajectories play an important role in content-based retrieval in video databases, Shim and Chang [34] present an efficient similar trajectory-based retrieval algorithm  ... 
doi:10.1007/3-540-45113-7_1 fatcat:j2luzb6dfbfnfb7movbhfmpcwa

A hybrid approach to video retrieval in a generic video management and application processing framework

S.S.M. Chan, Qing Li, Yi Wu, Yueting Zhuang
2001 IEEE International Conference on Multimedia and Expo, 2001. ICME 2001.  
In this paper, we present a hybrid approach by integrating a query-based (database) mechanism with content-based retrieval (CBR) functions.  ...  A comprehensive video retrieval system should be able to accommodate and utilize such various (complementary) description data in facilitating effective retrieval.  ...  Related Work Text-based information retrieval and content-based image retrieval have been two separate topics in image databases.  ... 
doi:10.1109/icme.2001.1237738 dblp:conf/icmcs/ChanLWZ01 fatcat:bqdg7eewr5c3dkh7wk3w4hkvii

Multimedia indexing and retrieval: ever great challenges

Chabane Djeraba, Moncef Gabbouj, Patrick Bouthemy
2006 Multimedia tools and applications  
In this introduction, we present a brief state of the art of multimedia indexing and retrieval as well as highlight some notions explored in the special issue.  ...  The contributions explore wide range of fields such as signal processing, data mining and information retrieval.  ...  Here is the list of the program committee members involved in the special issue reviewing process: Régine André-Obrecht (  ... 
doi:10.1007/s11042-006-0025-3 fatcat:qlgf7xogufespd3qmv54ssvixu

Content-based video retrieval and summarization using MPEG-7

Werner Bailer, Harald Mayer, Helmut Neuschmied, Werner Haas, Mathias Lux, Werner Klieber, Simone Santini, Raimondo Schettini
2003 Internet Imaging V  
Additionally semantic meaning about video content can be annotated based on domain specific ontologies, enabling a more targeted search for content.  ...  In this paper we present a multimedia retrieval framework focusing on video objects, which fully relies on the MPEG-7 standard as information base.  ...  ACKNOWLEDGEMENTS The work described in this paper has been supported by several colleagues within JOANNEUM RESEARCH and the Know-Center Graz, whom the authors would like to thank here.  ... 
doi:10.1117/12.526834 fatcat:vmteatzu3bhfpb65jrrzo3fcaq

Advancing Content-Based Retrieval Effectiveness with Cluster-Temporal Browsing in Multilingual Video Databases

Mika Rautiainen, Tapio Seppanen, Timo Ojala
2006 2006 IEEE International Conference on Multimedia and Expo  
Interactive experiments with eight test users were carried out in a database of ~80 hours of multilingual news video from TRECVID 2005 benchmark.  ...  Additionally, manual search experiments demonstrated that search performance can be improved by 19-25% when a plain text search is supplemented with content-based features.  ...  Content-based search is supposed to retrieve relevant content from the videos but it can not guarantee complete relevance due to semantic gap.  ... 
doi:10.1109/icme.2006.262515 dblp:conf/icmcs/RautiainenSO06 fatcat:lqgps7luszefzlmw4l62xqxmna

An MPEG-7 compatible video retrieval system with support for semantic queries

Quan Zheng, Zhiwei Zhou
2011 2011 International Conference on Consumer Electronics, Communications and Networks (CECNet)  
In this paper, we design and implement a distributed video retrieval system with support for semantic queries named XUNET.  ...  It firstly uses a self-made video semantic processing tool, which is based on a video analysis tool and added with semantic graph annotation and natural language processing functions, to parse videos and  ...  At present, traditional video retrieval technologies could be divided into two ways: text-based queries and content-based queries [1] .  ... 
doi:10.1109/cecnet.2011.5768292 fatcat:haf4fn7kvjfhjbzg3atwf5z3we

A Semantic Medical Multimedia Retrieval Approach Using Ontology Information Hiding

Kehua Guo, Shigeng Zhang
2013 Computational and Mathematical Methods in Medicine  
Firstly, semantic annotations will be given to the multimedia documents in the medical multimedia database.  ...  Searching useful information from unstructured medical multimedia data has been a difficult problem in information retrieval.  ...  In semantic-based approach, semantic features of medical multimedia documents are stored in the database for retrieval.  ... 
doi:10.1155/2013/407917 pmid:24082915 pmcid:PMC3780554 fatcat:2qpbnwq3hndudjyxkdvsn4og4u
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