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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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Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection

Feb 27, 2018
Dayan Guan, Yanpeng Cao, Jun Liang, Yanlong Cao, Michael Ying Yang


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Unbiased Sparse Subspace Clustering By Selective Pursuit

Feb 09, 2018
Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn

* Conference on Computer and Robot Vision, 2017 (Oral) 

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Temporally Object-based Video Co-Segmentation

Feb 09, 2018
Michael Ying Yang, Matthias Reso, Jun Tang, Wentong Liao, Bodo Rosenhahn

* ISVC 2015 (Oral) 

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Slice Sampling Particle Belief Propagation

Feb 09, 2018
Oliver Mueller, Michael Ying Yang, Bodo Rosenhahn

* published in ICCV 2013 

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Unsupervised Deep Domain Adaptation for Pedestrian Detection

Feb 09, 2018
Lihang Liu, Weiyao Lin, Lisheng Wu, Yong Yu, Michael Ying Yang

* ECCV Workshop 2016 

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Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models

Feb 09, 2018
Michael Ying Yang, Wentong Liao, Yanpeng Cao, Bodo Rosenhahn


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Triplet-based Deep Similarity Learning for Person Re-Identification

Feb 09, 2018
Wentong Liao, Michael Ying Yang, Ni Zhan, Bodo Rosenhahn

* ICCV Workshops 2017 

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Vehicle Detection in Aerial Images

Feb 09, 2018
Michael Ying Yang, Wentong Liao, Xinbo Li, Bodo Rosenhahn


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Natural Language Guided Visual Relationship Detection

Nov 21, 2017
Wentong Liao, Lin Shuai, Bodo Rosenhahn, Michael Ying Yang

* added supplementary material 

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Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

Nov 16, 2017
Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn

* Accepted for publication at German Conference on Pattern Recognition (GCPR) 2017. This research was supported by German Research Foundation DFG within Priority Research Programme 1894 "Volunteered Geographic Information: Interpretation, Visualisation and Social Computing" 

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On Support Relations and Semantic Scene Graphs

Nov 16, 2017
Michael Ying Yang, Wentong Liao, Hanno Ackermann, Bodo Rosenhahn

* Accepted in ISPRS Journal of Photogrammetry and Remote Sensing 

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Towards Automated Cadastral Boundary Delineation from UAV Data

Sep 06, 2017
Sophie Crommelinck, Michael Ying Yang, Mila Koeva, Markus Gerke, Rohan Bennett, George Vosselman

* Report on current state (August 2017) of PhD work of first author. Further info: https://its4land.com/automate-it-wp5/ 

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