Title :
Representation and retrieval of paintings based on art history concepts
Author :
Yelizaveta, Marchenko ; Tat-Seng, Chua ; Irina, Aristarkhova ; Jain, Ramesh
Author_Institution :
Nat. Univ. of Singapore
Abstract :
This paper presents a framework for the retrieval of paintings using concepts defined in the field of art and design. These concepts are organized into meta and application-specific layers in the system. Concepts of the meta-layer take into account the visual attributes of the paintings, and their manipulations, which infer abstract attributes that influence the interpretation of the paintings by the observers. The concepts of the application-specific layer are built above the meta-layer. They represent art categories that are widely used by general users for navigating the collections of paintings. Potentially, the usage of artistic concepts for annotation supports a wider query base making the retrieval much more powerful
Keywords :
art; content-based retrieval; image classification; image representation; image retrieval; meta data; vocabulary; abstract attributes; annotation; application-specific layers; art categories; high-level art history concepts; meta layers; observer interpretation; painting representation; painting retrieval; painting summaries; painting visual attributes; query base; query support; vocabulary; Art; Color; History; Image analysis; Image retrieval; Image segmentation; Painting; Paper technology; Performance analysis; Subspace constraints;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394378