3 min presentations by students
– Chunping Qiu, Michael Schmitt, Hannes Taubenböck and Xiao Xiang Zhu
Mapping Human Settlements with Sentinel-2 Imagery and Deep Neural Networks
– Javiera Castillo-Navarro, Nicolas Audebert, Alexandre Boulch, Bertrand Le Saux and Sébastien Lefèvre
What Data are needed for Deep Learning in Earth Observation?
– Yuansheng Hua, Lichao Mou and Xiao Xiang Zhu
Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network
– Hossein Bagheri, Michael Schmitt and Xiao Xiang Zhu
Towards the Reconstruction of Prismatic Building Models by SAR-Optical Stereogrammetry
– Clément Rambour, Loïc Denis and Florence Tupin
Urban surface recovery through graph-cuts over SAR tomographic reconstruction
– Jiameng Lai, Wenfeng Zhan and Sida Jiang
Forecasting of the Nighttime Surface Urban Heat Islands under Clear-sky
– Younes Zegaoui, Marc Chaumont, Gérard Subsol, Philippe Borianne and Mustapha Derras
Urban object classification with 3D Deep-Learning
– Qinghui Liu, Michael Kampffmeyer, Robert Jenssen and Arnt-Børre Salberg
Dense dilated convolutions merging network for semantic mapping of remote sensing images.
– Ahmed Nassar, Sébastien Lefèvre, Jan Wegner and Nico Lang
Learning geometric soft constraints for multi-view instance matching across street-level panoramas
– Matthew Gibson, Dhruv Kaushik and Arcot Sowmya
Robust CNNs for detecting collapsed buildings with crowd-sourced data
– Xiangtian Yuan, Jiaojiao Tian and Peter Reinartz
Building Change Detection Based on Deep Learning and Belief Function
– Xiangli Yang, Loïc Denis, Florence Tupin and Wen Yang
SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models
– Mohamed Chelali, Camille Kurtz, Nicole Vincent and Anne Puissant
Urban land cover analysis from satellite image time series based on temporal stability
– Thomas Stark, Michael Wurm, Hannes Taubenböck and Xiao Xiang Zhu
Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features
– Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang and Liangpei Zhang
Urban Expansion Trajectories in China’s 36 Major Cities