Yuma Kinoshita

Pixel-Based Image Encryption Without Key Management for Privacy-Preserving Deep Neural Networks

Warit Sirichotedumrong, Yuma Kinoshita, Hitoshi Kiya · IEEE Access · 2019 · 105 citations · Full text

Privacy Protection, Convolutional Neural Network, Engineering +21

An Overview of Compressible and Learnable Image Transformation with Secret Key and its Applications

Hitoshi Kiya, April Pyone Maung Maung, Yuma Kinoshita et al. · APSIPA Transactions on Signal and Information Processing · 2022 · 51 citations · Full text

Image to Perturbation: An Image Transformation Network for Generating Visually Protected Images for Privacy-Preserving Deep Neural Networks

Hiroki Ito, Yuma Kinoshita, AprilPyone MaungMaung et al. · IEEE Access · 2021 · 42 citations · Full text

Privacy Protection, Convolutional Neural Network, Engineering +20

A novel curved CMOS image sensor integrated with imaging system

K. Itonaga, Takehiro Arimura, Kazuya Matsumoto et al. · 2014 · 36 citations

Optical Design, Engineering, Optic Design +21

Hue-Correction Scheme Based on Constant-Hue Plane for Deep-Learning-Based Color-Image Enhancement

Yuma Kinoshita, Hitoshi Kiya · IEEE Access · 2020 · 32 citations · Full text

Hue-correction Scheme, Deblurring, Image Analysis +12