Alert button
Picture for Lichao Mou

Lichao Mou

Alert button

A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features

Apr 29, 2021
Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier

Figure 1 for A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features
Figure 2 for A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features
Figure 3 for A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features
Figure 4 for A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features
Viaarxiv icon

MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images

Apr 07, 2021
Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu

Figure 1 for MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Figure 2 for MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Figure 3 for MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Figure 4 for MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Viaarxiv icon

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification

Mar 15, 2021
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu

Figure 1 for Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
Figure 2 for Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
Figure 3 for Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
Figure 4 for Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
Viaarxiv icon

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

Mar 02, 2021
Konrad Heidler, Lichao Mou, Celia Baumhoer, Andreas Dietz, Xiao Xiang Zhu

Figure 1 for HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
Figure 2 for HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
Figure 3 for HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
Figure 4 for HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
Viaarxiv icon

Semantic Segmentation of Remote Sensing Images with Sparse Annotations

Jan 10, 2021
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia

Figure 1 for Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Figure 2 for Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Figure 3 for Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Figure 4 for Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Viaarxiv icon

CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images

Nov 17, 2020
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu

Figure 1 for CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images
Figure 2 for CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images
Figure 3 for CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images
Figure 4 for CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images
Viaarxiv icon

Deep Learning Meets SAR

Jun 17, 2020
Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler

Figure 1 for Deep Learning Meets SAR
Figure 2 for Deep Learning Meets SAR
Figure 3 for Deep Learning Meets SAR
Figure 4 for Deep Learning Meets SAR
Viaarxiv icon

Instance segmentation of buildings using keypoints

Jun 06, 2020
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu

Figure 1 for Instance segmentation of buildings using keypoints
Figure 2 for Instance segmentation of buildings using keypoints
Figure 3 for Instance segmentation of buildings using keypoints
Figure 4 for Instance segmentation of buildings using keypoints
Viaarxiv icon

Cross-Task Transfer for Multimodal Aerial Scene Recognition

May 18, 2020
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou

Figure 1 for Cross-Task Transfer for Multimodal Aerial Scene Recognition
Figure 2 for Cross-Task Transfer for Multimodal Aerial Scene Recognition
Figure 3 for Cross-Task Transfer for Multimodal Aerial Scene Recognition
Figure 4 for Cross-Task Transfer for Multimodal Aerial Scene Recognition
Viaarxiv icon

Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions

May 16, 2020
Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu

Figure 1 for Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Figure 2 for Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Figure 3 for Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Figure 4 for Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions
Viaarxiv icon