94 citations · 134 across the 8 of their papers we have counts for
8 papers
Physics-Aware Complex-Valued State Space Model with Scattering-Prior Feature Modulation for PolSAR Image Classification
Fangyan Zhang, Fan Zhang, Shiqi Zhou +3
Polarimetric synthetic aperture radar (PolSAR) image classification is a representative task for physics-aware GeoAI, where land-cover semantics are closely coupled with electromag…
SAD: A Large-scale Dataset towards Airport Detection in Synthetic Aperture Radar Images
Daochang Wang, Fan Zhang, Fei Ma +3
Airports have an important role in both military and civilian domains. The synthetic aperture radar (SAR) based airport detection has received increasing attention in recent years.…
P-DIFF: Learning Classifier with Noisy Labels based on Probability Difference Distributions
Wei Hu, QiHao Zhao, Yangyu Huang +1
Learning deep neural network (DNN) classifier with noisy labels is a challenging task because the DNN can easily over-fit on these noisy labels due to its high capability. In this…
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification
Fan Zhang, MinChao Yan, Chen Hu +2
The land cover classification has played an important role in remote sensing because it can intelligently identify things in one huge remote sensing image to reduce the work of hum…
SeqFace: Make full use of sequence information for face recognition
Wei Hu, Yangyu Huang, Fan Zhang +3
Deep convolutional neural networks (CNNs) have greatly improved the Face Recognition (FR) performance in recent years. Almost all CNNs in FR are trained on the carefully labeled da…
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation
Ruirui Li, Wenjie Liu, Lei Yang +4
Semantic segmentation is a fundamental research in remote sensing image processing. Because of the complex maritime environment, the sea-land segmentation is a challenging task. Al…
SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks
Fan Zhang, Chen Hu, Qiang Yin +3
The outstanding pattern recognition performance of deep learning brings new vitality to the synthetic aperture radar (SAR) automatic target recognition (ATR). However, there is a l…
Real-time Decolorization using Dominant Colors
Wei Hu, Wei Li, Fan Zhang +1
Decolorization is the process to convert a color image or video to its grayscale version, and it has received great attention in recent years. An ideal decolorization algorithm sho…