SEMANTIC SEGMENTATION OF AERIAL IMAGES IN URBAN AREAS WITH CLASS-SPECIFIC HIGHER-ORDER CLIQUES

In this paper we propose an approach to multi-class semantic segmentation of urban areas in high-resolution aerial images with classspecific object priors for buildings and roads. What makes model design challenging are highly heterogeneous object appearances and shapes that call for priors beyond s...

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Bibliographic Details
Main Authors: J. A. Montoya-Zegarra, J. D. Wegner, L. Ladický, K. Schindler
Format: Article
Language:English
Published: Copernicus Publications 2015-03-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/II-3-W4/127/2015/isprsannals-II-3-W4-127-2015.pdf