TY - GEN
T1 - Color CENTRIST
T2 - 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012
AU - Chu, Wei Ta
AU - Chen, Chih Hao
PY - 2012
Y1 - 2012
N2 - We design a method to incorporate color information into the framework of CENsus Transform histogram (CENTRIST), a stateof-the-art visual descriptor for scene categorization. The newly proposed color CENTRIST descriptor describes global shape information by not only gradient derived from intensity values but also color variations between pixels in local image patches. Through extensive evaluations on various datasets, we demonstrate that the color CENTRIST descriptor is not only easily to be implemented, but also reliably achieves performance over that of CENTRIST.
AB - We design a method to incorporate color information into the framework of CENsus Transform histogram (CENTRIST), a stateof-the-art visual descriptor for scene categorization. The newly proposed color CENTRIST descriptor describes global shape information by not only gradient derived from intensity values but also color variations between pixels in local image patches. Through extensive evaluations on various datasets, we demonstrate that the color CENTRIST descriptor is not only easily to be implemented, but also reliably achieves performance over that of CENTRIST.
UR - http://www.scopus.com/inward/record.url?scp=84864151629&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84864151629&partnerID=8YFLogxK
U2 - 10.1145/2324796.2324837
DO - 10.1145/2324796.2324837
M3 - Conference contribution
AN - SCOPUS:84864151629
SN - 9781450313292
T3 - Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012
BT - Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012
Y2 - 5 June 2012 through 8 June 2012
ER -