TY - GEN
T1 - Research of object-oriented classification method for high-spatial resolution remote sensing image used in land use/cover
AU - Zhang, Min
AU - Zhou, Yunxuan
AU - Huang, Jin
PY - 2010
Y1 - 2010
N2 - Based on characteristics of clear geometry features in high-spatial resolution remote sensing image, the paper presents a study method of land use/cover by object-oriented classification. The object-oriented classification method overcomes salt and pepper phenomena of conventional classification method by using feature object as basic processing units, which are generated from image segmentation. In this process, we consider spectral and shape as two basic factors and also emphasize texture information of surface features. Object-oriented remote sensing image classification method is based on the cognitive model of remote sensing information extraction, which can achieve multi-scale analysis of spatial, meet different scales requirement of surface feature extraction of information, and integrate multi-source data of classification, so as to make classification results more convinced.
AB - Based on characteristics of clear geometry features in high-spatial resolution remote sensing image, the paper presents a study method of land use/cover by object-oriented classification. The object-oriented classification method overcomes salt and pepper phenomena of conventional classification method by using feature object as basic processing units, which are generated from image segmentation. In this process, we consider spectral and shape as two basic factors and also emphasize texture information of surface features. Object-oriented remote sensing image classification method is based on the cognitive model of remote sensing information extraction, which can achieve multi-scale analysis of spatial, meet different scales requirement of surface feature extraction of information, and integrate multi-source data of classification, so as to make classification results more convinced.
KW - Information extraction
KW - Land use and land cover
KW - Object-orientation classification
KW - SPOT5 image
KW - eCognition
UR - https://www.scopus.com/pages/publications/79952207156
U2 - 10.1109/ICMULT.2010.5631116
DO - 10.1109/ICMULT.2010.5631116
M3 - 会议稿件
AN - SCOPUS:79952207156
SN - 9781424478743
T3 - 2010 International Conference on Multimedia Technology, ICMT 2010
BT - 2010 International Conference on Multimedia Technology, ICMT 2010
T2 - 2010 International Conference on Multimedia Technology, ICMT 2010
Y2 - 29 October 2010 through 31 October 2010
ER -
