Lichao Mou

Cited by

	All	Since 2016
Citations	3031	3013
h-index	24	23
i10-index	27	27

1300

650

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975

201520162017201820192020202110 43 137 450 939 1203 229

Co-authors

Xiao Xiang ZhuProfessor for Data Science in Earth Observation, TUM & Department Head "EO Data Science", DLRVerified email at tum.de
Yuansheng HuaSignal Processing in Earth Observation, Technical University of Munich (TUM) & Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR)Verified email at dlr.de
Pedram GhamisiHelmholtz-Zentrum Dresden-Rossendorf, Division Exploration, Machine Learning Group (head)Verified email at hzdr.de
Devis TuiaWageningen University and ResearchVerified email at wur.nl
Michael SchmittMunich University of Applied SciencesVerified email at hm.edu
Feng Xu (徐丰)Fudan UniversityVerified email at fudan.edu.cn
xiaoqiang LuXi’an Institute of Optics and Precision Mechanics, Chinese Academy of SciencesVerified email at opt.ac.cn
Yuanyuan WangDepartment of EO Data Science, German Aerospace CenterVerified email at tum.de
Gui-Song XiaProfessor of Computer Science, Wuhan University, ChinaVerified email at whu.edu.cn
Friedrich FraundorferAssociate Professor, TU GrazVerified email at icg.tugraz.at
zhang liangpeiProfessor, Wuhan UniversityVerified email at whu.edu.cn
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Xuelong LiProfessor, Northwestern Polytechnical University, ChinaVerified email at ieee.org
Hui LuTsinghua UniversityVerified email at tsinghua.edu.cn
Qingpeng LiBeihang UniversityVerified email at buaa.edu.cn
Jingliang HuTechnical University of Munich (TUM) & German Aerospace Center (DLR)Verified email at tum.de
Lloyd HughesTechnical University of MunichVerified email at tum.de
Yilei ShiChair of Remote Sensing Technology, Technical University of MunichVerified email at tum.de
Yunhong WangProfessor, School of Computer Science and Engineering, Beihang UniversityVerified email at buaa.edu.cn
Jian Kang(康健)School of Electronic and Information Engineering, Soochow UniversityVerified email at suda.edu.cn

Lichao Mou

German Aerospace Center (DLR), Technical University of Munich (TUM)

Verified email at dlr.de - Homepage

Remote Sensing Computer Vision Deep Learning AI4EO


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep learning in remote sensing: A comprehensive review and list of resources XX Zhu, D Tuia, L Mou, GS Xia, L Zhang, F Xu, F Fraundorfer IEEE Geoscience and Remote Sensing Magazine 5 (4), 8-36, 2017	982	2017
Deep recurrent neural networks for hyperspectral image classification L Mou, P Ghamisi, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 55 (7), 3639-3655, 2017	439	2017
Scene recognition by manifold regularized deep learning architecture Y Yuan, L Mou, X Lu IEEE Transactions on Neural Networks and Learning Systems 26 (10), 2222-2233, 2015	177	2015
Learning a transferable change rule from a recurrent neural network for land cover change detection H Lyu, H Lu, L Mou Remote Sensing 8 (6), 506, 2016	171	2016
Unsupervised spectral–spatial feature learning via deep residual Conv–Deconv network for hyperspectral image classification L Mou, P Ghamisi, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 56 (1), 391-406, 2018	145	2018
Learning spectral-spatial-temporal features via a recurrent convolutional neural network for change detection in multispectral imagery L Mou, L Bruzzone, XX Zhu IEEE Transactions on Geoscience and Remote Sensing, 2019	140	2019
Semi-supervised multitask learning for scene recognition X Lu, X Li, L Mou IEEE Transactions on Cybernetics 45 (9), 1967-1976, 2015	140	2015
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network L Mou, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 56 (11), 6699-6711, 2018	65	2018
HSF-Net: Multiscale deep feature embedding for ship detection in optical remote sensing imagery Q Li, L Mou, Q Liu, Y Wang, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 56 (12), 7147-7161, 2018	60	2018
Identifying corresponding patches in SAR and optical images with a pseudo-siamese CNN LH Hughes, M Schmitt, L Mou, Y Wang, XX Zhu IEEE Geoscience and Remote Sensing Letters 15 (5), 784-788, 2018	60	2018
Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification Y Hua, L Mou, XX Zhu ISPRS journal of photogrammetry and remote sensing 149, 188-199, 2019	52	2019
A Relation-Augmented Fully Convolutional Network for Semantic Segmentationin Aerial Scenes L Mou, Y Hua, XX Zhu IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019, 2019	47	2019
RiFCN: Recurrent network in fully convolutional network for semantic segmentation of high resolution remote sensing images L Mou, XX Zhu arXiv preprint arXiv:1805.02091, 2018	46	2018
FusioNet: A two-stream convolutional neural network for urban scene classification using PolSAR and hyperspectral data J Hu, L Mou, A Schmitt, XX Zhu 2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017	44	2017
Multitemporal very high resolution from space: Outcome of the 2016 IEEE GRSS data fusion contest L Mou, X Zhu, M Vakalopoulou, K Karantzalos, N Paragios, B Le Saux, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017	40	2017
R -Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos Q Li, L Mou, Q Xu, Y Zhang, XX Zhu IEEE Transactions on Geoscience and Remote Sensing, 2019	39	2019
Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis L Mou, XX Zhu 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016	35	2016
IM2HEIGHT: Height estimation from single monocular imagery via fully residual convolutional-deconvolutional network L Mou, XX Zhu arXiv preprint arXiv:1802.10249, 2018	34	2018
Learning to pay attention on spectral domain: A spectral attention module-based convolutional network for hyperspectral image classification L Mou, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 58 (1), 110-122, 2019	32	2019
Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network C Qiu, L Mou, M Schmitt, XX Zhu ISPRS Journal of Photogrammetry and Remote Sensing 154, 151-162, 2019	31	2019

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