Ontology based Image Semantics Recognition using Description Logics

Aimed at the lack of methods to describe image semantics and map low level semantics to high level semantics, Hiberarchy Model of Image Semantic is designed to extract image features from inherent information and stratify image semantics according to abstract degree, and Ontology based Hiberarchy Model of Image Semantic is produced by applying Ontology with repository and rule base to figure the high level semantics obtained by HMIS, and then Description Logics System for Ontology based Hiberarchy Model of Image Semantic is put forward by taking description logics as illation to produce and manage image semantics, and finally the image semantics recognition system based on OHMIS and DLS-OHMIS is developed to recognize image by semantics.

[1]  Xian-Yi Cheng,et al.  The Semantic Tagging Model of Chinese Question Chunk Based on Description Logic , 2010, J. Convergence Inf. Technol..

[2]  Jiebo Luo,et al.  A Bayesian network-based framework for semantic image understanding , 2005, Pattern Recognit..

[3]  Steffen Staab,et al.  Ontology Learning for the Semantic Web , 2002, IEEE Intell. Syst..

[4]  Ronald J. Brachman,et al.  An overview of the KL-ONE Knowledge Representation System , 1985 .

[5]  Antonio Torralba,et al.  Ieee Transactions on Pattern Analysis and Machine Intelligence 1 80 Million Tiny Images: a Large Dataset for Non-parametric Object and Scene Recognition , 2022 .

[6]  Ronald J. Brachman,et al.  An Overview of the KL-ONE Knowledge Representation System , 1985, Cogn. Sci..

[7]  Jianhong Chen,et al.  Fuzzy Ontology Model and Its Application in Semantic Web Service Description and Discovery , 2008, 2008 3rd International Conference on Innovative Computing Information and Control.

[8]  Raphaël Troncy,et al.  Semantic Commitment for Designing Ontologies: A Proposal , 2002, EKAW.

[9]  Yong Cheng,et al.  Enriching Domain Ontology from Domain-Specific Documents with HowNet , 2004, AWCC.

[10]  Nathalie Aussenac-Gilles,et al.  Revisiting Ontology Design: A Methodology Based on Corpus Analysis , 2000, EKAW.

[11]  Diego Calvanese,et al.  The Description Logic Handbook: Theory, Implementation, and Applications , 2003, Description Logic Handbook.

[12]  Jun Sun,et al.  A Formal Semantic Model of the Semantic Web Service Ontology (WSMO) , 2007, 12th IEEE International Conference on Engineering Complex Computer Systems (ICECCS 2007).

[13]  Antonio Torralba,et al.  LabelMe: A Database and Web-Based Tool for Image Annotation , 2008, International Journal of Computer Vision.

[14]  Xiaoming Zhang,et al.  A Framework of Web Services Description and Discovery Based on OWL-S and Domain Ontology , 2008, 2008 IEEE Asia-Pacific Services Computing Conference.

[15]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[16]  Pedro M. Domingos,et al.  Ontology Matching: A Machine Learning Approach , 2004, Handbook on Ontologies.

[17]  Jan L. Top,et al.  Onto-SOA: From Ontology-enabled SOA to Service-enabled Ontologies , 2006, Advanced Int'l Conference on Telecommunications and Int'l Conference on Internet and Web Applications and Services (AICT-ICIW'06).

[18]  Ali Sadr,et al.  The New Face Recognition Technique With the use of PCA and LDA , 2008, J. Convergence Inf. Technol..

[19]  Hongsheng Xu,et al.  Using Fuzzy Rough Concept Lattices Mapping Ontology of E-business , 2011 .