Lei Guo

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

Gong Cheng, Ceyuan Yang, Xiwen Yao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 1.2K citations

Convolutional Neural Network, Scene Analysis, Engineering +18

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

Gong Cheng, Xingxing Xie, Junwei Han et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 920 citations · Full text

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

Gong Cheng, Junwei Han, Peicheng Zhou et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2014 · 909 citations

Image Classification, Machine Vision, Image Analysis +10

Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

Junwei Han, Dingwen Zhang, Gong Cheng et al. · IEEE Transactions on Geoscience and Remote Sensing · 2014 · 732 citations

Engineering, Machine Learning, Feature Detection +17

Background Prior-Based Salient Object Detection via Deep Reconstruction Residual

Junwei Han, Dingwen Zhang, Xintao Hu et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2014 · 448 citations

Convolutional Neural Network, Scene Analysis, Machine Vision +14