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Segmented by BASNet

Xuebin Qin, 秦雪彬

E-mail: xuebin[at]ualberta[dot]ca

Computer Vision - Segmentation - Visual Tracking - Deep Learning


2015 Sep. - 2020 Feb. PhD Robotics and Vision lab in the Department of Computing Science at University of Alberta, supervisor: Dr. Martin Jagersand.
2012 Sep. - 2015 Jul. M.Sc. Cartography and Geography Information System, Peking University China,
supervisor: Dr. Min Sun and Dr. Qiming Qin.
2008 Sep. - 2012 Jul. B.Eng. Engineering of Surveying and Mapping, Shandong Agricultural University China.


My current study includes salient object detection, image segmentation, visual tracking and their applications in medical image processing, satellite or aerial image analysis, robot navigation (SLAM) and manipulation, etc.

Publications


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U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection.

Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R. Zaiane and Martin Jagersand.

Accepted in Pattern Recognition (PR), 2020.

[PDF][Code]


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BASNet: Boundary Aware Salient Object Detection.

Xuebin Qin, Zichen Zhang, Chenyang Huang, Chao Gao, Masood Dehghan and Martin Jagersand.

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

[PDF][SUP][Code]


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Real-Time Edge Template Tracking via Homography Estimation.

Xuebin Qin, Shida He, Zichen Zhang, Masood Dehghan, Jun Jin and Martin Jagersand.

In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018.

Oral Presentation

[PDF][code][data][video]


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ByLabel: A Boundary based Semi-Automatic Image Annotation Tool.

Xuebin Qin, Shida He, Zichen Zhang, Masood Dehghan and Martin Jagersand.

In IEEE Winter Conf. on Applications of Computer Vision (WACV), 2018.

[PDF][Code][video][Project page]


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Accurate Outline Extraction of Individual Building from High Resolution Aerial Images.

Xuebin Qin, Shida He, Xiucheng Yang, Masood Dehghan, Qiming Qin and Martin Jagersand.

In IEEE Geoscience and Remote Sensing Letters (GRSL), 2018.

[PDF][Code and Data][Project page]


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Incremental 3D Line Segment Extraction from Semi-dense SLAM.

Shida He, Xuebin Qin, Zichen Zhang and Martin Jagersand.

In International Conference on Pattern Recognition (ICPR), 2018.

[PDF][Code][Project]




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Real-time Salient Closed Boundary Tracking using Perceptual Grouping and Shape Priors.

Xuebin Qin, Shida He, Zichen Zhang, Masood Dehghan and Martin Jagersand.

In 28th British Machine Vision Conference (BMVC), 2017.

Spotlight Poster

[PDF][Code][Data][Video][Poster]


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Real-time Salient Closed Boundary Tracking via Line Segments Perceptual Grouping.

Xuebin Qin, Shida He, Camilo Perez Quintero, Abhineet Singh, Masood Dehghan and Martin Jagersand.

In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017.

Oral Presentation

[pdf][code][data][video]


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Building Facade Recognition from Aerial Images using Delaunay Triangulation induced Feature Perceptual Grouping.

Xuebin Qin, Martin Jagersand, Xiucheng Yang, and Jun Wang.

In International Conference on Pattern Recognition (ICPR), 2016.

Oral Presentation

[pdf][code]


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Building Facade Recognition using Oblique Aerial Images.

Xiucheng Yang, Xuebin Qin, Jun Wang, Jianhua Wang, Xin Ye, and Qiming Qin.

Remote Sensing (RS), 2015.

[pdf]


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An Efficient Approach for Automatic Rectangular Building Extraction from Very High Resolution Optical Satellite Imagery.

Jun Wang, Xiucheng Yang, Xuebin Qin, Xin Ye, and Qiming Qin.

In IEEE Geoscience and Remote Sensing Letters (GRSL), 2015.

[pdf]


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Feasibility Study of Building Seismic Damage Assessment using Oblique Photogrammetric Technology.

Xuebin Qin, Qiming Qin, Xiucheng Yang, Jun Wang, Chao Chen, and Ning Zhang.

IEEE International Geoscience and Remote Sensing Symposium (IGRSS), 2013.

Oral Presentation

[pdf]