no code implementations • 15 Oct 2018 • Aiga Suzuki, Hidenori Sakanashi, Shoji Kido, Hayaru Shouno
Transfer learning is a machine learning technique designed to improve generalization performance by using pre-trained parameters obtained from other learning tasks.
no code implementations • 9 Aug 2018 • Hiroki Miyamoto, Kazuki Uehara, Masahiro Murakawa, Hidenori Sakanashi, Hirokazu Nosato, Toru Kouyama, Ryosuke Nakamura
This paper presents an efficient object detection method from satellite imagery.
no code implementations • 28 Jul 2017 • Kazuki Uehara, Hidenori Sakanashi, Hirokazu Nosato, Masahiro Murakawa, Hiroki Miyamoto, Ryosuke Nakamura
The Earth observation satellites have been monitoring the earth's surface for a long time, and the images taken by the satellites contain large amounts of valuable data.