2016 IEEE Data fusion context

Mou and Zhu, Spatiotemporal Scene Interpretation of Space Videos via Deep Neural Network And Tracklet Analysis, 2016 IEEE GRSS Data Fusion Contest. [ground truth & visu]


Zhu et al., Exploiting Joint Sparsity for Pan-sharpening – the J-SparseFI Algorithm. IEEE Transactions on Geoscience and Remote Sensing 54(5), 2664-2681, 2016. [data]


Wang et al., “Fusing Meter-Resolution 4-D InSAR Point Clouds and Optical Images for Semantic Urban Infrastructure Monitoring,” IEEE Transactions on Geoscience and Remote Sensing, 55(1), 14–26, 2017. [paper][data]

Please also see for the first demonstration:
Hughes et al., “Identifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN,” IEEE Geoscience and Remote Sensing Letters, 15(5), 784-788, 2018. [paper]

Benchmark of streetview image of individual building instance

Kang et al., Building instance classification using street view images, ISPRS Journal of Photogrammetry and Remote Sensing, in press. [data]