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Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images


May 05, 2021
Florian Kluger, Hanno Ackermann, Eric Brachmann, Michael Ying Yang, Bodo Rosenhahn

* CVPR 2021 

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Text to Image Generation with Semantic-Spatial Aware GAN


Apr 24, 2021
Kai Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn

* code available 

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Context-Aware Layout to Image Generation with Enhanced Object Appearance


Mar 22, 2021
Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang

* CVPR 2021 

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Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery


Feb 05, 2021
Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang


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Self-supervised monocular depth estimation from oblique UAV videos


Dec 19, 2020
Logambal Madhuanand, Francesco Nex, Michael Ying Yang

* Submitted to ISPRS Journal of Photogrammetry and Remote Sensing 

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LGENet: Local and Global Encoder Network for Semantic Segmentation of Airborne Laser Scanning Point Clouds


Dec 18, 2020
Yaping Lin, George Vosselman, Yanpeng Cao, Michael Ying Yang

* Submitted to ISPRS Journal of Photogrammetry and Remote Sensing 

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Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors


Dec 07, 2020
Fan Wang, Jiangxin Yang, Yanlong Cao, Yanpeng Cao, Michael Ying Yang

* 8 pages, 7 figures 

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CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation


Nov 02, 2020
Saumya Kumaar, Ye Lyu, Francesco Nex, Michael Ying Yang


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Exploring Dynamic Context for Multi-path Trajectory Prediction


Nov 02, 2020
Hao Cheng, Wentong Liao, Xuejiao Tang, Michael Ying Yang, Monika Sester, Bodo Rosenhahn

* code available 

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DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation


Jun 22, 2020
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li

* Article submitted to IEEE Geoscience and Remote Sensing Magazine 

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AMENet: Attentive Maps Encoder Network for Trajectory Prediction


Jun 15, 2020
Hao Cheng, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn, Monika Sester


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LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery


May 28, 2020
Wentong Liao, Xiang Chen, Jingfeng Yang, Stefan Roth, Michael Goesele, Michael Ying Yang, Bodo Rosenhahn

* 8 pages 

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Plug & Play Convolutional Regression Tracker for Video Object Detection


Mar 02, 2020
Ye Lyu, Michael Ying Yang, George Vosselman, Gui-Song Xia


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NODIS: Neural Ordinary Differential Scene Understanding


Jan 14, 2020
Cong Yuren, Hanno Ackermann, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn


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CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus


Jan 08, 2020
Florian Kluger, Eric Brachmann, Hanno Ackermann, Carsten Rother, Michael Ying Yang, Bodo Rosenhahn


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Deep Neural Network for Fast and Accurate Single Image Super-Resolution via Channel-Attention-based Fusion of Orientation-aware Features


Dec 09, 2019
Du Chen, Zewei He, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, Michael Ying Yang, Siliang Tang, Yueting Zhuang

* 12 pages, 11 figures 

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LIP: Learning Instance Propagation for Video Object Segmentation


Sep 30, 2019
Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang

* ICCVW19 

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Temporally Consistent Horizon Lines


Jul 23, 2019
Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn


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Unsupervised Domain Adaptation for Multispectral Pedestrian Detection


Apr 07, 2019
Dayan Guan, Xing Luo, Yanpeng Cao, Jiangxin Yang, Yanlong Cao, George Vosselman, Michael Ying Yang


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Exploring the Semantics for Visual Relationship Detection


Apr 03, 2019
Wentong Liao, Cuiling Lan, Wenjun Zeng, Michael Ying Yang, Bodo Rosenhahn


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Robust object extraction from remote sensing data


Apr 03, 2019
Sophie Crommelinck, Mila Koeva, Michael Ying Yang, George Vosselman

* unpublished study (15 pages) 

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Box-level Segmentation Supervised Deep Neural Networks for Accurate and Real-time Multispectral Pedestrian Detection


Feb 14, 2019
Yanpeng Cao, Dayan Guan, Yulun Wu, Jiangxin Yang, Yanlong Cao, Michael Ying Yang


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Security Event Recognition for Visual Surveillance


Oct 26, 2018
Michael Ying Yang, Wentong Liao, Chun Yang, Yanpeng Cao, Bodo Rosenhahn


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The UAVid Dataset for Video Semantic Segmentation


Oct 24, 2018
Ye Lyu, George Vosselman, Guisong Xia, Alper Yilmaz, Michael Ying Yang


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Change Detection between Multimodal Remote Sensing Data Using Siamese CNN


Jul 25, 2018
Zhenchao Zhang, George Vosselman, Markus Gerke, Devis Tuia, Michael Ying Yang


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Patch-based Evaluation of Dense Image Matching Quality


Jul 25, 2018
Zhenchao Zhang, Markus Gerke, George Vosselman, Michael Ying Yang

* International Journal of Applied Earth Observation and Geoinformation, 2018 
* 16 pages 

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Object Recognition from very few Training Examples for Enhancing Bicycle Maps


May 28, 2018
Christoph Reinders, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn

* Submitted to IV 2018. This research was supported by German Research Foundation DFG within Priority Research Programme 1894 "Volunteered Geographic Information: Interpretation, Visualization and Social Computing" 

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