|I am a computer scientist in Adobe Systems by the beautiful Lake Union in Seattle, Washington. I survived my Ph.D. program in the Image Processing Lab, Dept. of Electrical & Computer Engineering, University of Minnesota. I am interested in computer vision, machine learning, image/video editing, real-time interactive systems, etc.|
xubai AT adobe DOT com
xbai0721 AT gmail DOT com (personal)
|Office:||801 N 34th St, Seattle, WA 98103, USA|
Electrical & Computer Engineering,
University of Minnesota, Twin Cities.
Adviser: Prof. Guillermo Sapiro
|M.S. 2007, Electrical & Computer Engineering, University of Minnesota, Twin Cities.|
|B.S. 2005, Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.|
A novel framework for interactive image/video segmentation and matting. The algorithm runs in O(N) time.
Accepted as Oral Presentation in ICCV 2007.
A robust video object cutout system designed for high-quality video production.
Video SnapCut, renamed Roto Brush, was transferred to Adobe After Effects CS5 as a major new feature on April 12th, 2010.
2008.5 - 2008.8: Research intern at Creative Technologies Lab, Adobe Systems, Seattle.
2009.5 - 2009.10: Research intern at Creative Technologies Lab, Adobe Systems, Seattle.
|● Xue Bai, Guillermo Sapiro, Distancecut: interactive segmentation and matting of images and videos. IEEE ICIP 2007 (International Conference on Image Processing), San Antonio, Texas.|
|● Xue Bai, Guillermo Sapiro, A geodesic framework for fast interactive image and video segmentation and matting. IEEE ICCV 2007 (International Conference on Computer Vision), Rio De Janeiro, Brazil. (oral)|
|● Xue Bai, Guillermo Sapiro, Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting. International Journal on Computer Vision 2008.|
|● Xue Bai, Vladimir Cherkassky, Gender Classification of Human Faces Using Inference through Contradictions. 2008 International Joint Conference on Neural Networks.|
● Xue Bai, Jue Wang, David Simons, Guillermo Sapiro, Video SnapCut: Robust Video Object Cutout Using Localized Classifiers. ACM Transaction on Graphics (Proc. SIGGRAPH 2009).
● Xue Bai, Jue Wang, Guillermo Sapiro, Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video, ECCV 2010 (European Conference on Computer Vision), Crete, Greece.
|● Xue Bai, Jue Wang, David Simons, Towards temporally-coherent video matting, International Conference on Computer Vision/Graphics Collaboration Techniques and applications, Mirage 2011, France|
Courses & Projects