Improved Rooftop Detection in Aerial Images with Machine Learning.

Improved Rooftop Detection in Aerial Images with Machine Learning.

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In this paper, we examine the use of machine learning to improve a rooftop detection process, one step in a vision system that recognizes buildings in overhead imagery. We review the problem of analyzing aerial images and describe an existing system that detects buildings in such images. We briefly...

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Bibliographic Details
Published in:Machine learning. 53, 1-2 (2003).
Main Author: Maloof, M.A
Format: Article
Language:English
Subjects:
Supervised learning.
Learning for computer vision.
Evaluation of algorithms.
Applications of learning.