Learning to detect roads in high-resolution aerial images

ECCV (6), pp. 210-223, 2010.

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challenging urban datasetsdifficult problemneural networklarger contextlarge datasetsMore(8+)

Abstract:

Reliably extracting information from aerial imagery is a difficult problem with many practical applications. One specific case of this problem is the task of automatically detecting roads. This task is a difficult vision problem because of occlusions, shadows, and a wide variety of non-road objects. Despite 30 years of work on automatic r...More

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