TY - GEN
T1 - Fractal-based texture and HSV color features for fabric image retrieval
AU - Suciati, Nanik
AU - Herumurti, Darlis
AU - Wijaya, Arya Yudhi
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/5/31
Y1 - 2016/5/31
N2 - Wide range of products such as clothing, bed linen, curtains, and shoes, use fabrics as main raw material. Fabrics have various types of materials, colors and patterns. Harmony in combining the various types of fabrics will affect the beauty of the resulted product. A system that can be used to retrieve some fabrics similar to a fabrics sample automatically will facilitate the combining process in creating a product. In this study, a fabrics image retrieval system using combination of fractal-based texture feature and HSV color feature is developed. The Canberra Distance is used to measure similarity between features vectors. The experiment which is done using two kinds of fabrics image datasets, i.e. "batik" and "common", gives average recall 94% and 92%, respectively.
AB - Wide range of products such as clothing, bed linen, curtains, and shoes, use fabrics as main raw material. Fabrics have various types of materials, colors and patterns. Harmony in combining the various types of fabrics will affect the beauty of the resulted product. A system that can be used to retrieve some fabrics similar to a fabrics sample automatically will facilitate the combining process in creating a product. In this study, a fabrics image retrieval system using combination of fractal-based texture feature and HSV color feature is developed. The Canberra Distance is used to measure similarity between features vectors. The experiment which is done using two kinds of fabrics image datasets, i.e. "batik" and "common", gives average recall 94% and 92%, respectively.
KW - HSV color
KW - Image retrieval
KW - fractal-based texture
UR - http://www.scopus.com/inward/record.url?scp=84978792196&partnerID=8YFLogxK
U2 - 10.1109/ICCSCE.2015.7482180
DO - 10.1109/ICCSCE.2015.7482180
M3 - Conference contribution
AN - SCOPUS:84978792196
T3 - Proceedings - 5th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2015
SP - 178
EP - 182
BT - Proceedings - 5th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2015
Y2 - 27 November 2015 through 29 November 2015
ER -