32 citations · 35 across the 3 of their papers we have counts for
3 papers
PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling with Masked Networks
Shunya Kato, Masaki Saito, Katsuhiko Ishiguro +1
Despeckling is a crucial noise reduction task in improving the quality of synthetic aperture radar (SAR) images. Directly obtaining noise-free SAR images is a challenging task that…
Machine-learning Selection of Optical Transients in Subaru/Hyper Suprime-Cam Survey
Mikio Morii, Shiro Ikeda, Nozomu Tominaga +8
We present an application of machine-learning (ML) techniques to source selection in the optical transient survey data with Hyper Suprime-Cam (HSC) on the Subaru telescope. Our goa…
Collapsed Variational Bayes Inference of Infinite Relational Model
Katsuhiko Ishiguro, Issei Sato, Naonori Ueda
The Infinite Relational Model (IRM) is a probabilistic model for relational data clustering that partitions objects into clusters based on observed relationships. This paper presen…