发明名称 |
Automated Mapping of Land Cover Using Sequences of Aerial Imagery |
摘要 |
A system has an aerial image database containing sensor data representing a plurality of aerial images of an area having multiple sub-areas. A processor applies a classifier to the sensor values to identify a label for each sub-area in each aerial image and to thereby generate an initial label sequence for each sub-area. The processor identifies a most likely land cover state for each sub-area based on the initial label sequence, a confusion matrix and a transition matrix. For each sub-area, the processor stores the most likely land cover state sequence for the sub-area. |
申请公布号 |
US2014212055(A1) |
申请公布日期 |
2014.07.31 |
申请号 |
US201313835022 |
申请日期 |
2013.03.15 |
申请人 |
Boriah Shyam;Khandelwal Ankush;Kumar Vipin;Mithal Varun;Steinhaeuser Karsten |
发明人 |
Boriah Shyam;Khandelwal Ankush;Kumar Vipin;Mithal Varun;Steinhaeuser Karsten |
分类号 |
G06F17/30;G06K9/62;G06K9/00 |
主分类号 |
G06F17/30 |
代理机构 |
|
代理人 |
|
主权项 |
1. A system comprising:
an aerial image database containing sensor data representing a plurality of aerial images of an area having multiple sub-areas; a processor applying a classifier to the sensor values to identify a label for each sub-area in each aerial image and to thereby generate an initial label sequence for each sub-area; the processor identifying a most likely land cover state for each sub-area based on the initial label sequence, a confusion matrix and a transition matrix; and for each sub-area, the processor storing the most likely land cover state sequence for the sub-area. |
地址 |
Minneapolis MN US |