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Zhaozheng Yin
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Short bio I'm currently working with Prof. Takeo Kanade and a number of other excellent researchers in the Cell Image Analysis group. Before coming to RI at CMU, I obtained my Ph.D. in Computer Science from Penn State under the supervision of Prof. Robert Collins. I received my Master degree in ECE from University of Wisconsin-Madison and my Bachelor degree in Automation from Tsinghua University, where I worked with Prof. Yu Hen Hu and Prof. Li Cao, respectively. I also enjoyed my summer internship with Dr. Cha Zhang and Dr. Fatih Porikli. |
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Z. Yin, D. Ker, and T. Kanade, "Restoring DIC Microscopy Images from Multiple Shear Directions," The 22nd biennial International Conference on Information Processing in Medical Imaging (IPMI), 2011. [PDF] |
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T. Kanade, Z. Yin, R. Bise, S. Huh, S. Eom, M. Sandbothe and M. Chen, "Cell Image Analysis: Algorithms, System and Applications," IEEE Workshop on Applications of Computer Vision (WACV), 2011. [PDF] Z. Yin, and T. Kanade, "Restoring Artifact-free Microscopy Image Sequences," IEEE International Symposium on Biomedical Imaging (ISBI), 2011. [PDF] R. Bise, Z. Yin, and T. Kanade, "Reliable Cell Tracking by Global Data Association," IEEE International Symposium on Biomedical Imaging (ISBI), 2011. [PDF] S. Huh, S. Eom, R. Bise, Z. Yin, and T. Kanade, "Mitosis Detection for Stem Cell Tracking in Phase Contrast Microscopy Images," IEEE International Symposium on Biomedical Imaging (ISBI), 2011. [PDF] [Demos] |
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Z. Yin, K. Li, T. Kanade and M. Chen, "Understanding the Optics to Aid Microscopy Image Segmentation," the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010.(Young Scientist Award Finalist) |
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Z.Yin, R. Bise, M. Chen and T. Kanade, "Cell Segmentation in Microscopy Imagery Using a Bag of Local Bayesian Classifiers," IEEE International Symposium on Biomedical Imaging (ISBI), 2010. |
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Z. Yin and R. Collins, "Shape Constrained Figure-Ground Segmentation and Tracking," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami Beach, June 2009 (Best Doctoral Spotlight Award) |
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C. Zhang, Z. Yin and D. Florencio, "Improving Depth Perception with Motion Parallax and Its Application in Teleconferencing," IEEE International Workshop on Multimedia Signal Processing (MMSP), Rio de Janeiro, Brazil, October 2009. (Top 10% Paper Award) |
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Z. Yin and R. Collins, "Moving Object Localization in Thermal Imagery by Forward-Backward Motion History Images," Book chapter in Augmented Vision Perception in Infrared, by Riad I. Hammoud (Ed.), Springer-Verlag, Adv. Pattern Recognition Series, 2009. ISBN: 978-1-84800-276-0. |
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Z. Yin and R. Collins, "Online Figure-Ground Segmentation with Edge Pixel Classification," 19th British Machine Vision Conference (BMVC), September 2008 |
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Z. Yin and R. Collins, "Object Tracking and Detection after Occlusion via Numerical Hybrid Local and Global Mode-seeking," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, June 2008 |
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Z. Yin, F. Porikli and R. Collins, "Likelihood Map Fusion for Visual Object Tracking," IEEE Workshop on Application of Computer Vision (WACV), Copper Mountain, CO, Jan. 2008 |
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F. Porikli and Z. Yin, "Temporally Static Region Detection in Multi-Camera Systems," IEEE International Conference on Computer Vision (ICCV) Workshop on Performance Evaluation of Tracking and Surveillance, Rio de Janeiro, Brazil, Oct. 2007 |
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Z.Yin and R.Collins, "On-the-fly Object Modeling while Tracking," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, June 2007 |
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Z.Yin and R.Collins, "Belief Propagation in a 3D Spatio-temporal MRF for Moving Object Detection," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, June 2007 |
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Z.Yin and R.Collins, "Spatial Divide and Conquer with Motion Cues for Tracking through Clutter," IEEE Conference on Computer Vision and Pattern Recognition Conference (CVPR), New York City, NY, June 2006, pp.570-577. |
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Z.Yin and R.Collins, "Moving Object Localization in Thermal Imagery by Forward-backward MHI," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum, New York City, NY, June 2006. |
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Real-time face detection and tracking system. University
of Wisconsin-Madison. 2005
[Demos] |
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Traffic surveillance system. Tsinghua University. 2002
[Demos] |
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