A knowledge-based multi-layered image annotation system

作者:

Highlights:

• A fuzzy-knowledge based intelligent system for multilayered image annotation.

• Novel merged statistical and knowledge-based approach for image interpretation.

• Automatic acquisition of facts and rules about the concepts, and their reliability.

• Inconsistency checking of image segments classification.

• Automatic knowledge-based scene recognition and inference of more abstract classes.

摘要

•A fuzzy-knowledge based intelligent system for multilayered image annotation.•Novel merged statistical and knowledge-based approach for image interpretation.•Automatic acquisition of facts and rules about the concepts, and their reliability.•Inconsistency checking of image segments classification.•Automatic knowledge-based scene recognition and inference of more abstract classes.

论文关键词:Image annotation,Multi-layered image annotation,Knowledge representation,Fuzzy Petri Net,Fuzzy inference engine

论文评审过程:Received 12 December 2014, Revised 25 July 2015, Accepted 28 July 2015, Available online 11 August 2015, Version of Record 27 September 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.07.068