A recommendation system for paintings using bag of keypoints and dominant color descriptors

Ribani R.; Marengoni M.

A recommendation system for paintings using bag of keypoints and dominant color descriptors

Tipo

Artigo de evento

Data de publicação

2015

Periódico

VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings

Citações (Scopus)

0

Autores

Ribani R.
Marengoni M.

Resumo

Determining the visual description for a painting is an interesting task that can be used in different applications, like retrieval, classification and recommendation. A painting can differ from others depending on the time period it was painted, the genre and the art movement the author lived. This paper present an approach for content based image retrieval applied to art paintings using the concept of bag of keypoints and SURF detector. A descriptor for dominant color is also used and weighted for a best visual retrieval.

Assuntos Scopus

Art paintings , Bag of keypoints , Dominant color descriptors , Recommendation , SURF