@inproceedings{9b2303b649824ee0a800cf1e954bc8e2,
title = "Building detection from high resolution polsar data by combining region and edge information",
abstract = "We propose a three step method to extract buildings from the highresolution PolSAR data, using both the region-based and edge-based information. Firstly, low-level detectors are employed to provide raw region and edge information of the scene. In the second step, improved region-based building detection results are achieved by fusion of label fields, meanwhile the building profile line segments are extracted under a line Markov random field framework. The last step gives the final building footprint estimates: Initial rectangle buildings are defined from the building line segments; by optimizing a surface criterion, the final rectangles are retrieved to fit the regionbased building detection results. The effectiveness of this method is demonstrated using the real full PolSAR data.",
keywords = "Building detection, Edge, Markov random field, PolSAR data, region",
author = "Yinghua Wang and Florence Tupin and Chongzhao Han and Nicolas, \{Jean Marie\}",
year = "2008",
month = jan,
day = "1",
doi = "10.1109/IGARSS.2008.4779680",
language = "English",
isbn = "9781424428083",
series = "International Geoscience and Remote Sensing Symposium (IGARSS)",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "1",
pages = "153--156",
booktitle = "2008 IEEE International Geoscience and Remote Sensing Symposium - Proceedings",
edition = "1",
note = "28th IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2008 ; Conference date: 06-07-2008 Through 11-07-2008",
}