کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
536086 870450 2010 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
How to involve structural modeling for cartographic object recognition tasks in high-resolution satellite images?
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
How to involve structural modeling for cartographic object recognition tasks in high-resolution satellite images?
چکیده انگلیسی

With the new generation of satellite systems, very high resolution satellite images will be available daily at a high delivery rate. The exploitation of such a huge amount of data will be made possible by the design of high performance analysis algorithms for decision making systems. In particular, the detection and recognition of complex man-made objects is a new challenge coming with this new level of resolution. In this study, we develop a system that recognizes such structured and compact objects like bridges or roundabouts. The original contribution of this work is the use of structural shape attributes in an appearance-based statistical learning method framework leading to valuable recognition and false alarm rates. This hybrid structural/statistical approach aims to construct an intermediate step between the low-level image characteristics and high-level semantic concepts.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 31, Issue 10, 15 July 2010, Pages 1109–1119
نویسندگان
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