Segment-before-Detect : Vehicle Detection and Classification through Semantic Segmentation of Aerial Images, Remote Sensing, vol.9, issue.4, pp.1-18, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01529624
Beyond RGB : Very High Resolution Urban Remote Sensing With Multimodal Deep Networks, ISPRS J. of Photogrammetry and Remote Sensing, vol.140, pp.20-32, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01636145
SegNet : A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation, IEEE Trans. on Patt. Anal. and Mach. Intel, vol.39, issue.12, pp.2481-2495, 2017. ,
Processing of extremely high-resolution Li-DAR and RGB data : Outcome of the 2015 IEEE GRSS Data Fusion Contest-Part A : 2-D Contest, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.9, issue.12, pp.5547-5559, 2016. ,
Can semantic labeling methods generalize to any city ? the INRIA aerial image labeling benchmark, Proc. of IGARSS, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01468452
Semantic segmentation of aerial images with an ensemble of CNNs, ISPRS Annals, vol.3, p.473, 2016. ,
Multitemporal Very High Resolution from Space : Outcome of the 2016 IEEE GRSS Data Fusion Contest, IEEE J. of Sel. Topics in Applied Earth Obs. and Remote Sensing, vol.10, issue.8, pp.3435-3447, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01561333
Effective semantic pixel labelling with convolutional networks and conditional random fields, Proc. of the IEEE CVPR Workshops, pp.36-43, 2015. ,
Detecting animals in African Savanna with UAVs and the crowds, Remote Sensing of Environment, vol.200, pp.341-351, 2017. ,
The ISPRS benchmark on urban object classification and 3D building reconstruction, ISPRS Annals, 2012. ,
Very deep convolutional networks for large-scale image recognition, Proc. of ICLR, 2015. ,
Stacked what-where auto-encoders, Proc. of ICLR, 2015. ,