no code implementations • 27 Mar 2024 • Chihiro Noguchi, Toshiaki Ohgushi, Masao Yamanaka
However, when applied to images with many unknowns and complex components, such as driving scenes, these methods often exhibit unstable performance.
1 code implementation • 16 Nov 2023 • Chihiro Noguchi, Shun Fukuda, Masao Yamanaka
Utilizing this capability, we propose a novel framework for synthesizing LR-HR paired text image datasets.
no code implementations • 2 Mar 2023 • Chihiro Noguchi, Toshihiro Tanizawa
Autonomous driving demands the highest level of safety, for which even unimaginably rare driving scenes have to be collected in training data to improve the recognition accuracy for specific scenes.
no code implementations • 29 Jun 2019 • Chihiro Noguchi, Yoshiyuki Kabashima
In order to solve large matrix completion problems with practical computational cost, an approximate approach based on matrix factorization has been widely used.