Flexible design of image classification rules using extended Fuzzy Oriented Classifier Evolution. - Junji Otsuka; Tomoharu Nagao (SCIS&ISIS, 2012)

An Improvement in Classification Accuracy of Fuzzy Oriented Classifier Evolution. - Junji Otsuka; Tomoharu Nagao (SMC, 2013)

Evolutionary Fuzzy Rule Construction for Iterative Object Segmentation. - Junji Otsuka; Tomoharu Nagao (ICAART (1), 2014)

Efficient Joint Detection and Multiple Object Tracking with Spatially Aware Transformer. - Siddharth Sagar Nijhawan; Leo Hoshikawa; Atsushi Irie; Masakazu Yoshimura; Junji Otsuka; Takeshi Ohashi 002 (CoRR, 2022)

Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments. - Masakazu Yoshimura; Junji Otsuka; Atsushi Irie; Takeshi Ohashi 002 (CVPR, 2023)

DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition. - Masakazu Yoshimura; Junji Otsuka; Atsushi Irie; Takeshi Ohashi 002 (ICCV, 2023)

Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection. - Junji Otsuka; Masakazu Yoshimura; Takeshi Ohashi 002 (CoRR, 2023)

PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality. - Masakazu Yoshimura; Junji Otsuka; Takeshi Ohashi 002 (CoRR, 2024)

Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter. - Yuiko Sakuma; Masakazu Yoshimura; Junji Otsuka; Atsushi Irie; Takeshi Ohashi 002 (CoRR, 2024)

Multi Positive Contrastive Learning with Pose-Consistent Generated Images. - Sho Inayoshi; Aji Resindra Widya; Satoshi Ozaki; Junji Otsuka; Takeshi Ohashi 002 (CoRR, 2024)

ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge. - Radu Berdan; Beril Besbinar; Christoph Reinders; Junji Otsuka; Daisuke Iso (CVPR, 2025)

RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation. - Christoph Reinders; Radu Berdan; Beril Besbinar; Junji Otsuka; Daisuke Iso (WACV, 2025)

SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW. - Masakazu Yoshimura; Junji Otsuka; Radu Berdan; Takeshi Ohashi 002 (CoRR, 2025)