2 papers
cs.CV2025
Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization
Seitaro Ono, Yuka Ogino, Takahiro Toizumi +2
In this paper, we propose a novel low-light image enhancement method aimed at improving the performance of recognition models. Despite recent advances in deep learning, the recogni…
cs.CV2025
Improving Low-Light Image Recognition Performance Based on Image-adaptive Learnable Module
Seitaro Ono, Yuka Ogino, Takahiro Toizumi +2
In recent years, significant progress has been made in image recognition technology based on deep neural networks. However, improving recognition performance under low-light condit…