Deep supervised learning for hyperspectral data classification through convolutional neural networks
Makantasis, Konstantinos, Karantzalos, Konstantinos, Doulamis, Anastasios, Doulamis, Nikolaos
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Estimating crop yields with deep learning and remotely sensed data
Kuwata, Kentaro, Shibasaki, Ryosuke
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Application of deep-learning algorithms to MSTAR data
Haipeng Wang, Sizhe Chen, Feng Xu, Ya-Qiu Jin
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks
Lagrange, Adrien, Le Saux, Bertrand, Beaupere, Anne, Boulch, Alexandre, Chan-Hon-Tong, Adrien, Herbin, Stephane, Randrianarivo, Hicham, Ferecatu, Marin
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Status of "ALOS World 3D (AW3D)" global DSM generation
Tadono, Takeo, Takaku, Junichi, Tsutsui, Ken, Oda, Fumiko, Nagai, Hiroto
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Rice yield estimation using multispectral data from UAV: A preliminary experiment in northern Italy
Stroppiana, Daniela, Migliazzi, Mauro, Chiarabini, Valter, Crema, Alberto, Musanti, Mauro, Franchino, Carlo, Villa, Paolo
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
UAV: Low-cost remote sensing for high-resolution investigation of landslides
Giordan, Daniele, Manconi, Andrea, Tannant, Dwayne D., Allasia, Paolo
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Jupiter ICY moon explorer (JUICE): Advances in the design of the radar for Icy Moons (RIME)
Bruzzone, L., Plaut, J. J., Alberti, G., Blankenship, D. D., Bovolo, F., Campbell, B. A., Castelletti, D., Gim, Y., Ilisei, A. M., Kofman, W., Komatsu, G., McKinnon, W., Mitri, G., Moussessian, A., Notarnicola, C., Orosei, R., Patterson, G. W., Pettinelli, E., Plettemeier, D.
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Floating raft aquaculture information automatic extraction based on high resolution SAR images
Jianchao Fan, Jialan Chu, Jie Geng, Fengshou Zhang
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Raincube: A proposed constellation of precipitation profiling radars in CubeSat
Peral, Eva, Tanelli, Simone, Haddad, Ziad, Sy, Ousmane, Stephens, Graeme, Im, Eastwood
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Combining GHSL and GPW to improve global population mapping
Freire, Sergio, Kemper, Thomas, Pesaresi, Martino, Florczyk, Aneta, Syrris, Vasileios
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
DESIS (DLR Earth Sensing Imaging Spectrometer for the ISS-MUSES platform)
Eckardt, Andreas, Horack, John, Lehmann, Frank, Krutz, David, Drescher, Jurgen, Whorton, Mark, Soutullo, Mike
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
CEBRAS: Cross elevation beam range ambiguity suppression for high-resolution wide-swath and MIMO-SAR imaging
Krieger, G., Huber, S., Villano, M., Younis, M., Rommel, T., Lopez Dekker, P., de Almeida, F. Queiroz, Moreira, A.
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences
Kussul, Nataliia, Lemoine, Guido, Gallego, Javier, Skakun, Sergii, Lavreniuk, Mykola
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding
Wishart RBM based DBN for polarimetric synthetic radar data classification
Yanhe Guo, Shuang Wang, Chenqiong Gao, Danrong Shi, Donghui Zhang, Biao Hou
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Published in 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (01.07.2015)
Get full text
Conference Proceeding