6533b855fe1ef96bd12b132a

RESEARCH PRODUCT

A Geometric Approach to Automatic Description of Iconic Scenes

Giorgio VassalloGiovanni PilatoFilippo VellaSalvatore Gaglio

subject

Latent semantic analysisComputer sciencebusiness.industryOrientation (computer vision)ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONScene statisticsiconic scenes semantic relationshipSemanticsSet (abstract data type)Position (vector)Computer visionArtificial intelligenceRepresentation (mathematics)businessSentenceComputingMethodologies_COMPUTERGRAPHICS

description

It is proposed a step towards the automatic description of scenes with a geometric approach. The scenes considered are composed by a set of elements that can be geometric forms or iconic representation of objects. Every icon is characterized by a set of attributes like shape, colour, position, orientation. Each scene is related to a set of sentences describing its content. The proposed approach builds a data driven vector semantic space where the scenes and the sentences are mapped. Sentences and scene with the same meaning are mapped in near vectors and distance criteria allow retrieving semantic relations.

yearjournalcountryeditionlanguage
2005-01-01
https://doi.org/10.1007/11504894_43