TY  - CHAP
AU  - Agnes Borras
AU  - Francesc Tous
AU  - Josep Llados
AU  - Maria Vanrell
PY  - 2003//
TI  - High-Level Clothes Description Based on Color-Texture and Structural Features
BT  - Lecture Notes in Computer Science
SP  - 108–116
VL  - 2652
N2  - This work is a part of a surveillance system where content- based image retrieval is done in terms of people appearance. Given an image of a person, our work provides an automatic description of his clothing according to the colour, texture and structural composition of its garments. We present a two-stage process composed by image segmentation and a region-based interpretation. We segment an image by modelling it due to an attributed graph and applying a hybrid method that follows a split-and-merge strategy. We propose the interpretation of five cloth combinations that are modelled in a graph structure in terms of region features. The interpretation is viewed as a graph matching with an associated cost between the segmentation and the cloth models. Fi- nally, we have tested the process with a ground-truth of one hundred images.
L1  - http://refbase.cvc.uab.es/files/BTL2003a.pdf
N1  - DAG;CIC
ID  - Agnes Borras2003
ER  -