Jia Liu

Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks

Maoguo Gong, Jiaojiao Zhao, Jia Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 627 citations

Radar, Convolutional Neural Network, Deep Neural Networks +14

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

Jia Liu, Maoguo Gong, Puzhao Zhang · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 492 citations

Homogeneous Images, Convolutional Neural Network, Image Classification +14

Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images

Puzhao Zhang, Maoguo Gong, Linzhi Su et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2016 · 287 citations

Image Analysis, Machine Vision, Engineering +11

A Multiobjective Sparse Feature Learning Model for Deep Neural Networks

Maoguo Gong, Jia Liu, Hao Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 200 citations

Artificial Intelligence, Engineering, Machine Learning +16

Coupled Dictionary Learning for Change Detection From Multisource Data

Maoguo Gong, Puzhao Zhang, Linzhi Su et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 126 citations

Multisource Data, Engineering, Machine Learning +17