Differential augmentation data for vehicle classification using convolutional neural network

Data Augmentation Using Random Image Cropping and Patching for Deep CNNs

Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara · IEEE Transactions on Circuits and Systems for Video Technology · 2019 · 474 citations · Full text

Computing, Computer Science, Computer Vision +12

Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics

Daobilige Su, He Kong, Yongliang Qiao et al. · Computers and Electronics in Agriculture · 2021 · 131 citations

Agriculture, Agricultural Engineering, Computer Science +17

An improved YOLO-based road traffic monitoring system

Mohammed A. A. Al‐qaness, Aaqif Afzaal Abbasi, Hong Fan et al. · Computing · 2021 · 119 citations

Engineering, Automotive Engineering, Transportation +7

Applications of data augmentation in mineral prospectivity prediction based on convolutional neural networks

Na Yang, Zhenkai Zhang, Jianhua Yang et al. · Computers & Geosciences · 2022 · 75 citations

Computing, Computer Science, Earth Sciences +16

Integrating computer vision and traffic modeling for near-real-time signal timing optimization of multiple intersections

Shenghua Zhou, S. Thomas Ng, Yifan Yang et al. · Sustainable Cities and Society · 2021 · 29 citations

Engineering, Computer Science, Transportation Planning +16