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Describing and classifying multimedia using the description logic GRAIL

Carole A. Goble, Christian Haul, S. Bechhofer, Ishwar K. Sethi, Ramesh C. Jain
1996 Storage and Retrieval for Still Image and Video Databases IV  
We present preliminary work on the incremental and flexible description of image and video semantic content by the use of a description logic (DL), GRAIL, developed at the University of Manchester.  ...  However, a description of image contents cannot be predefined by prescribing what should be in the images but must incrementally evolve to link image instances with descriptions of what is actually there  ...  Jeremy Rogers for their helpful discussions and support, and Ian Cottam for his useful comments on this paper.  ... 
doi:10.1117/12.234790 dblp:conf/spieSR/GobleHB96 fatcat:suxleilvtjcwlalhom5cvudjri

I2C: A system for the indexing, storage, and retrieval of medical images by content

S. C. Orphanoudakis, C. Chronaki, S. Kostomanolakis
1994 Medical Informatics  
A unique design feature of this architecture is that it also serves as a platform for the implementation and performance evaluation of image description methods and retrieval strategies.  ...  This paper presents the architecture and features of I 2 C, a system for the indexing, storage, and retrieval of medical images by content.  ...  ., an associate partner of ICS-FORTH in EurIPACS, for valuable contributions to the work presented in this paper.  ... 
doi:10.3109/14639239409001378 pmid:7799686 fatcat:ktyr7kqo3jhq3jyvhozyp2taaq

Content-Based Retrieval Of Medical Images

Lilac A. E. Al-Safadi
2012 Zenodo  
The medical field demands sophisticated systems for search and retrieval of the produced multimedia document.  ...  The proposed model would divide a radiographic image document, based on its semantic content, and would be converted into a logical structure or a semantic structure.  ...  To develop a semantic content-based radiographic image retrieval system, it is necessary to follow this procedure: Develop a formal description for semantic radiographic image content; Set indexes that  ... 
doi:10.5281/zenodo.1082997 fatcat:75ojihsryzf3npeuw3gbn7l5by

Logical Image Modelling and Retrieval

C. Meghini
1996 Computer journal  
This allows us to model the image retrieval process by the relation of classical logical implication, i.e. an image is retrieved if it logically implies the query.  ...  At each dimension, a first-order logic is postulated as a representation and reasoning tool, and one specific logic is introduced for the first of these dimensions, the one dealing with the form of images  ...  ACKNOWLEDGEMENTS We thank the components of the MIRO Working Group (ESPRIT Basic Research Action Programme no. 6576) for the stimulating discussion following a presentation of an early stage of the present  ... 
doi:10.1093/comjnl/39.3.173 fatcat:eciv62eqyraqpdbg5ebp24mdqe

Semantic Gastroenterological Images Annotation and Retrieval - Reasoning with a Polyp Ontology

Yahia Chabane, Christophe Rey
2013 Proceedings of the International Conference on Knowledge Engineering and Ontology Development  
This approach is based on a slight extension of classical description logic reasonings, associated with a polyp ontology and a suited image annotation mechanism.  ...  For this purpose, we present in this paper a semantic image retrieval approach focused on endoscopic gastroenterological images.  ...  In summary, we have proposed a complete semantic image annotation and retrieval approach grounded on a new polyp ontology expressed in the SH OI Q + description logic.  ... 
doi:10.5220/0004549202930300 dblp:conf/ic3k/ChabaneR13 fatcat:ar6orq53pjbrpfjjmmaohchyyu

Emerging Trends in Reducing Semantic Gap towards Multimedia Access: A Comprehensive Survey

Aijazahamed Qazi, R. H. Goudar
2016 Indian Journal of Science and Technology  
Application/Improvement: Use of Description logics increases the efficiency of semantic retrieval.  ...  Method: Resource Description Framework and Ontology Web Language are standard formats for sharing and integrating knowledge.  ...  The proposed approach combines feature based similarity methods with logic for multimedia retrieval.  ... 
doi:10.17485/ijst/2016/v9i30/99072 fatcat:asnamx3urveabjyritsri3guuy

The Architecture of a System for the Indexing of Images by Content [chapter]

S. Kostomanolakis, M. Lourakis, C. Chronaki, Y. Kavaklis, S. C. Orphanoudakis
1993 Computer Assisted Radiology / Computergestützte Radiologie  
In the case of a query, the system generates one or more descriptions of the query image, automatically or interactively, and searches the logical database for similar descriptions.  ...  The images whose descriptions match those of the query image are retrieved for browsing by the user.  ...  It forms the basis for a prototype that is currently under development in our laboratory.  ... 
doi:10.1007/978-3-642-49351-5_47 fatcat:qsbhhqfljvfvbjpxnzqfk4jwgq

The terminological image retrieval model [chapter]

Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
1997 Lecture Notes in Computer Science  
We present a model for image retrieval in which images are represented both at the form level, as sets of physical features of the representing objects, and at the content level, as sets of logical assertions  ...  about the represented entities as well as about facts of the subject matter that are deemed as relevant for retrieval.  ...  This model is logic-based, in the sense that the representation of image content is based on a description logic.  ... 
doi:10.1007/3-540-63508-4_118 fatcat:lqibewi6ofcmfckmrz4itqztwe

General Image Database Model [chapter]

Peter L. Stanchev
1999 Lecture Notes in Computer Science  
The model employs multiple logical representations of an image. The logical image representation can be viewed as a multiple level abstraction of the physical image view.  ...  The proposed model could be used as a frame for designing and building a wide range of image database systems and can be included as a part of the MPEG-7 standard.  ...  The logical view of a given image is defined as the description of the global image characteristics and the recognized image-objects and the semantics associated with them.  ... 
doi:10.1007/3-540-48762-x_4 fatcat:jwcq3fbrmrabvgttojgo4xsbk4

Symbolic description and visual querying of image sequences using spatio-temporal logic

A. Del Bimbo, E. Vicario, D. Zingoni
1995 IEEE Transactions on Knowledge and Data Engineering  
Index Terms-Image sequence retrieval, visual querying by example, image sequence symbolic description, symbolic projection, spatial logic, temporal logic. 1041-4347/95$04 00 0 1995 IEEE  ...  This language, referred to as Spatio-temporal Logic, comprises a framework for the qualitative representation of the contents of image sequences, which allows for treatment and operation of content structures  ...  A SYSTEM FOR IMAGE SEQUENCE RETRIEVAL STL has been exploited as the internal representation formalism in a protoype system supporting visual retrieval by contents from a database of image sequences.'  ... 
doi:10.1109/69.404033 fatcat:s5r7eqxex5bi3kvbdrlrn3qmpy

Fuzzy aesthetic semantics description and extraction for art image retrieval

Qingyong Li, Siwei Luo, Zhongzhi Shi
2009 Computers and Mathematics with Applications  
Though content-based image retrieval (CBIR) made great progress, current low-level visual information based retrieval technology in CBIR does not allow users to search images by high-level semantics for  ...  art image retrieval.  ...  The query description can be expressed as a logic composition of linguistic terms. The logic operators include AND (denoted by ∧), OR (∨).  ... 
doi:10.1016/j.camwa.2008.10.058 fatcat:a7twgpnvenez5djo6v6ocj7s3u

Observations on Using Type-2 Fuzzy Logic for Reducing Semantic Gap in Content–Based Image Retrieval System

Saad M. Darwish, Raad A. Ali
2014 Journal of clean energy technologies  
Index Terms-Type-2 fuzzy logic, semantic-based image retrieval, soft computing, image processing.  ...  A comparative study with the state-of-the-art type-1 fuzzy based image retrieval approaches reveals the effectiveness of the proposed system.  ...  Therefore, a feature vector of 91 elements is made for each image. Query Image Retrieved images (a) Query Image Retrieved images (b) Fig. 2 .  ... 
doi:10.7763/ijcte.2015.v7.921 fatcat:j2v2n46rrvf7bfe6agvbvhbm6y

Structured Knowledge Representation for Image Retrieval

E. Di Sciascio, F. M. Donini, M. Mongiello
2002 The Journal of Artificial Intelligence Research  
We propose a structured approach to the problem of retrieval of images by content and present a description logic that has been devised for the semantic indexing and retrieval of images containing complex  ...  Using our logical approach as a formal specification, we implemented a complete client-server image retrieval system, which allows a user to pose both queries by sketch and queries by example.  ...  Allegretti for their useful comments and implementations, Marco Aiello for comments on an earlier draft,  ... 
doi:10.1613/jair.902 fatcat:dojwd5yuvrchhpsyzg7h6xifvy

A Survey On Semantic Image Retrieval For Bigdata

Ms.N.N. Deepika, Dr. R. Madhumitha
2017 International Journal Of Engineering And Computer Science  
In Semantic based image retrieval, the weight adjustment scheme is used to give the high priority for the contents which are semantically more related.  ...  In this survey, homogeneous image data is retrieved by the proposed fuzzy logic based feedback weight adjustment scheme which will increase the score of the class which is more preferred by the users.  ...  A tolerance for imprecision, by a positive use of Fuzzy Logic may be exploited to enhance the power of the Semantic Web [9, 10] .  ... 
doi:10.18535/ijecs/v6i3.21 fatcat:worc74lj6vas7i2dh4vbrctfo4

A Logic for SVG Documents Query and Retrieval

Eugenio Di Sciascio, Francesco M. Donini, Marina Mongiello
2004 Multimedia tools and applications  
The approach is based on a description logic devised for the semantic indexing and retrieval of complex objects.  ...  Using our logical approach as a formal specification, we implemented a prototype system.  ...  Giordano for useful software implementations.  ... 
doi:10.1023/b:mtap.0000036840.61778.04 fatcat:jrxh5wne6nh4nfhpvprl34do4i
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