Idioma:

Classifying images collected on the World Wide Web

Oliveira, C.J.S. ; De Albuquerque Araujo, A. ; Severiano, C.A. ; Ribeiro Gomes, D.

Proceedings. XV Brazilian Symposium on Computer Graphics and Image Processing, 2002, p.327-334

Texto completo disponível

Citações Citado por

Título:
Classifying images collected on the World Wide Web
Autor: Oliveira, C.J.S. ; De Albuquerque Araujo, A. ; Severiano, C.A. ; Ribeiro Gomes, D.
Assuntos: Computer graphics ; Computer vision ; Content based retrieval ; Image databases ; Image retrieval ; Information retrieval ; Layout ; Visual databases ; Web sites ; World Wide Web
É parte de: Proceedings. XV Brazilian Symposium on Computer Graphics and Image Processing, 2002, p.327-334
Descrição: This work presents the classification of images collected on the World Wide Web, using a supervised classification method, called ID3 (Itemized Dichotomizer 3). The classification consists in separating the images into two semantic classes: graphics and photographs. Photographs include natural scenes, like people, faces, animals, flowers, landscapes and cities. Graphics are logos, drawings, icons, maps, and backgrounds, usually generated by computer. To validate the classifier we used the k-fold cross-validation method. In the experimental tests 95.6% of the images were correctly classified.
Editor: IEEE
Idioma: Inglês

Links

Voltar para lista de resultados