Ryosuke Araki

GAN-based synthetic brain MR image generation

Changhee Han, Hideaki Hayashi, Leonardo Rundo et al. · 2018 · 334 citations

Engineering, Image Analysis, Generative Model +17

Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection

Changhee Han, Leonardo Rundo, Ryosuke Araki et al. · IEEE Access · 2019 · 236 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +20

MT-DSSD: Deconvolutional Single Shot Detector Using Multi Task Learning for Object Detection, Segmentation, and Grasping Detection

Ryosuke Araki, Takeshi Onishi, Tsubasa Hirakawa et al. · 2020 · 34 citations

Few-shot Learning, Convolutional Neural Network, Multiple Instance Learning +17

Detecting layered structures of partially occluded objects for bin picking

Yusuke Inagaki, Ryosuke Araki, Takayoshi Yamashita et al. · 2019 · 21 citations

Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection

Changhee Han, Leonardo Rundo, Ryosuke Araki et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text