S. Hikosaka

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

Shota Iino, R. Ito, Kento Doi, 2018, International Journal of Image and Data Fusion.

Damage detection from aerial images via convolutional neural networks

Ryosuke Nakamura, Aito Fujita, Ken Sakurada, 2017, 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA).

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

Keisuke Nemoto, Aito Fujita, Tomoyuki Imaizumi, 2017, Remote Sensing.

Building Detection from Satellite Imagery using Ensemble of Size-Specific Detectors

Shuhei Hikosaka, Ryuhei Hamaguchi, S. Hikosaka, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

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

Keisuke Nemoto, Aito Fujita, Tomoyuki Imaizumi, 2017, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

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

Keisuke Nemoto, Tomoyuki Imaizumi, Shuhei Hikosaka, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Image-to-Image Subpixel Registration Based on Template Matching of Road Network Extracted by Deep Learning

H. Tonooka, S. Hikosaka, 2022, Remote Sensing.