Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2017-July, Issue , 2017, Pages 3226-3229

  Maggiori, Emmanuel ^a   Tarabalka, Yuliya ^a   Charpiat, Guillaume ^b   Alliez, Pierre ^a  

^a INRIA   (France)

^b INRIA SACLAY   (France)

Author keywords

classification benchmark; convolutional neural networks; deep learning; High resolution images

Indexed keywords

EID: 85038620511     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2017.8127684     Document Type: Conference Paper

References (9)

1. Emmanuel Maggiori, Yuliya Tarabalka, and Guillaume Charpiat, "Optimizing partition trees for multi-object segmentation with shape prior, " in BMVC, 2015.
2. Volodymyr Mnih, Machine learning for aerial image labeling, Ph.D. Thesis, University of Toronto, 2013.
3. Michele Volpi and Devis Tuia, "Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks, " IEEE TGRS, 2016.
4. Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, and Pierre Alliez, "Convolutional neural networks for large-scale remote-sensing image classification, " IEEE TGRS, 2016.
5. Gellert Mattyus, Shenlong Wang, Sanja Fidler, and Raquel Urtasun, "Enhancing road maps by parsing aerial images around the world, " in IEEE ICCV, 2015.
6. Mathieu Fauvel, Yuliya Tarabalka, Jon Atli Benediktsson, Jocelyn Chanussot, and James C Tilton, "Advances in spectral-spatial classification of hyperspectral images, " Proceedings of the IEEE, 2013.
7. Silvia Valero, Philippe Salembier, and Jocelyn Chanussot, "Hyperspectral image representation and processing with binary partition trees, " IEEE TIP, 2013.
8. Jonathan Long, Evan Shelhamer, and Trevor Darrell, "Fully convolutional networks for semantic segmentation, " in CVPR, 2015.
9. Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, and Pierre Alliez, "High-resolution semantic labeling with convolutional neural networks, " arXiv preprint arXiv:1611.01962, 2016.