Peng Ren

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

Xingrui Yu, Xiaomin Wu, Chunbo Luo et al. · GIScience & Remote Sensing · 2017 · 276 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Multiscale Visual Attention Networks for Object Detection in VHR Remote Sensing Images

Chen Wang, Xiao Bai, Shuai Wang et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 192 citations

Remote Sensing Applications, Image Classification, Convolutional Neural Network +13

A Reinforcement Learning Paradigm of Configuring Visual Enhancement for Object Detection in Underwater Scenes

Hao Wang, Shixin Sun, Xiao Bai et al. · IEEE Journal of Oceanic Engineering · 2023 · 118 citations

Artificial Intelligence, Engineering, Machine Learning +19

Underwater Color Disparities: Cues for Enhancing Underwater Images Toward Natural Color Consistencies

Hao Wang, Shixin Sun, Peng Ren · IEEE Transactions on Circuits and Systems for Video Technology · 2023 · 102 citations

Engineering, Color Correction, Oceanography +16

INSPIRATION: A reinforcement learning-based human visual perception-driven image enhancement paradigm for underwater scenes

Hao Wang, Shixin Sun, Laibin Chang et al. · Engineering Applications of Artificial Intelligence · 2024 · 87 citations

Artificial Intelligence, Image Analysis, Engineering +7