Tomoyuki Imaizumi

Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery

Ryuhei Hamaguchi, Aito Fujita, Keisuke Nemoto et al. · 2018 · 236 citations

Effective Use, Convolutional Neural Network, Engineering +19

Damage detection from aerial images via convolutional neural networks

Aito Fujita, Ken Sakurada, Tomoyuki Imaizumi et al. · 2017 · 156 citations

Effective Use, Image Classification, Convolutional Neural Network +13

Building change detection via a combination of CNNs using only RGB aerial imageries

Keisuke Nemoto, Tomoyuki Imaizumi, Shuhei Hikosaka et al. · 2017 · 45 citations

Convolutional Neural Network, Scene Analysis, Engineering +19

CNN-based generation of high-accuracy urban distribution maps utilising SAR satellite imagery for short-term change monitoring

Shota Iino, Riho Ito, Kento Doi et al. · International Journal of Image and Data Fusion · 2018 · 37 citations

Convolutional Neural Network, Engineering, Land Use +22

Classification of Rare Building Change Using CNN with Multi-Class Focal Loss

Keisuke Nemoto, Ryuhei Hamaguchi, Tomoyuki Imaizumi et al. · 2018 · 29 citations

Data Augmentation, Convolutional Neural Network, Machine Vision +15