317 citations · 1.2k across the 45 of their papers we have counts for
9 papers · 1 filter
Leveraged Matrix Completion with Noise
Xinjian Huang, Weiwei Liu, Bo Du +1
Completing low-rank matrices from subsampled measurements has received much attention in the past decade. Existing works indicate that datums are require…
Hyperspectral Anomaly Change Detection Based on Auto-encoder
Meiqi Hu, Chen Wu, Liangpei Zhang +1
With the hyperspectral imaging technology, hyperspectral data provides abundant spectral information and plays a more important role in geological survey, vegetation analysis and m…
Semantic Change Detection with Asymmetric Siamese Networks
Kunping Yang, Gui-Song Xia, Zicheng Liu +4
Given two multi-temporal aerial images, semantic change detection aims to locate the land-cover variations and identify their change types with pixel-wise boundaries. This problem…
Recurrent Feature Reasoning for Image Inpainting
Jingyuan Li, Ning Wang, Lefei Zhang +2
Existing inpainting methods have achieved promising performance for recovering regular or small image defects. However, filling in large continuous holes remains difficult due to t…
DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection
Hongruixuan Chen, Chen Wu, Bo Du +1
Change detection (CD) is one of the most vital applications in remote sensing. Recently, deep learning has achieved promising performance in the CD task. However, the deep models a…
Self-supervised Training of Graph Convolutional Networks
Qikui Zhu, Bo Du, Pingkun Yan
Graph Convolutional Networks (GCNs) have been successfully applied to analyze non-grid data, where the classical convolutional neural networks (CNNs) cannot be directly used. One s…