Research Interest

Acknowledgement

Biomedical Imaging Computer Vision,

Machine Learning,
Multimedia

Lockheed Martin,

Mid-America Transportation Center,

Missouri Department of Transportation,

National Science Foundation,

U.S. Dept. of Education,

University of Missouri Research Board,

Center for Biomedical Science and Engineering, Missouri S&T,

Energy Development Research Center, Missouri S&T,
Intelligent System Center - Missouri S&T.

Publication



Zhaozheng Yin, Hang Su, Elmer Ker, Mingzhong Li and Haohan Li, “Cell Sensitive Phase Contrast Microscopy Imaging by Multiple Exposures,” Medical Image Analysis (MedIA).  DOI: 10.1016/j.media.2015.04.011. 2015.

 

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Wenchao Jiang and Zhaozheng Yin, “Human Tracking using Wearable Sensors in the Pocket,” IEEE Global Conference on Signal & Information Processing (GlobalSIP), 2015.

 

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Srinivas Thandu, Sriram Chellappan and Zhaozheng Yin, “Ranging Explosion Events Using Smartphones,” the 11th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 2015.

 

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Wenchao Jiang and Zhaozheng Yin, “Human Activity Recognition using Wearable Sensors by Deep Convolutional Neural Networks,” ACM Multimedia Conference (ACMMM), 2015.

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Mingzhong Li and Zhaozheng Yin, “Co-restoring Multimodal Microscopy Images,” the 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015.

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Wenchao Jiang and Zhaozheng Yin, “Restoring the Invisible Details in Differential Interference Contrast Microscopy Images,” the 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015. (Young Scientist Award Finalist)

 

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Haohan Li, Zhaozheng Yin and Yingke Xu, “A Gaussian Mixture Model for Automated Vesicle Fusion Detection and Classification,” the 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) workshop on Computational Methods for Molecular Imaging (CMMI), 2015.

 

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Wenchao Jiang and Zhaozheng Yin, “Combining Passive Visual Cameras and Active IMU Sensors to Track Cooperative People,” the 18th International Conference on Information Fusion (FUSION), 2015.

 

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Wenchao Jiang and Zhaozheng Yin, “Indoor Localization by Signal Fusion,” the 18th International Conference on Information Fusion (FUSION), 2015.

 

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Hang Su, Zhaozheng Yin, Takeo Kanade and Seungil Huh, “Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

 

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Cao Dong, Ming Leu and Zhaozheng Yin, “American Sign Language Alphabet Recognition using Microsoft Kinect,” IEEE Conference on Computer Vision and Patter Recognition (CVPR) Workshop on Observing and Understanding Hands in Action, 2015. (Best Paper Award)

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Yunxiang Mao, Zhaozheng Yin and Joseph M. Schober, “Iteratively Training Classifiers for Circulating Tumor Cell Detection,” IEEE International Symposium on Biomedical Imaging (ISBI), 2015.

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Yunxiang Mao and Zhaozheng Yin, “Training a Scene-Specific Pedestrian Detector Using Tracklets,” IEEE Winter Conference on Applications of Computer Vision (WACV), 2015.

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Mingzhong Li and Zhaozheng Yin, “Debugging Object Tracking Results by a Recommender System with Correction Propagation,” Asian Conference on Computer Vision (ACCV) workshop on User-Centered Computer Vision, 2014.

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Zhaozheng Yin, Hang Su, Elmer Ker, Mingzhong Li and Haohan Li, “Cell-Sensitive Microscopy Imaging for Cell Image Segmentation,” the 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.

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Yunxiang Mao, Haohan Li, and Zhaozheng Yin, “Who Missed the Class? – Unifying Multi-face Detection, Tracking and Recognition in Videos,” IEEE International Conference on Multimedia & Expo (ICME), 2014.

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Hang Su, Zhaozheng Yin, Takeo Kanade, and Seungil Huh, “Interactive Cell Segmentation based on Correction Propagation,” IEEE International Symposium on Biomedical Imaging (ISBI), April 2014.

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RemoteVisualSensingByCamera

Zhaozheng Yin, Chenglin Wu and Genda Chen, “Concrete Crack Detection through Full-filed Displacement and Curvature Measurements by Visual Mark Tracking: A Proof-of-Concept Study,” International Journal of Structure Health Monitoring (SHM). 13(2): 245-258. February 2014.

[PDF]              [Demos]



thumb_MedIA2013

H. Su, Z. Yin, S, Huh, and T. Kanade, “Cell Segmentation in Phase Contrast Microscopy Images via Semi-supervised Classification over Optics-related Features.” Medical Image Analysis (MedIA). 17(7): 746-765, 2013.

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thumb_ISBI2013

H. Su, Z. Yin, S. Huh, and T. Kanade, "Cell Segmentation Via Spectral Analysis on Phase Retardation Features", IEEE International Symposium on Biomedical Imaging (ISBI), 2013. 

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thumb_FlyTracking

M. Li, Z. Yin, M. S. Thimgan, and R. Qin, “Track Fast-moving Tiny Flies by Adaptive LBP Feature and Cascaded Data Association,” IEEE Intl. Conf. on Image Processing (ICIP), 2013.

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thumb_MICCAI2012

H. Su, Z. Yin, T. Kanade and S. Huh, “Phase Contrast Image Restoration via Dictionary Representation of Diffraction Patterns,” the 15th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2012. (Young Scientist Award)

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thumb_MedIA2012

Z. Yin, T. Kanade and M. Chen, “Understanding the Phase Contrast Optics to Restore Artifact-free Microscopy Images for Segmentation,” Medical Image Analysis (MedIA), 16(5): 1047-1062, 2012. (Top 25 Hottest Article in Medical Image Analysis)

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thumb_PLoSONE2011

D. Ker, L. Weiss, S. Junkers, M. Chen, Z. Yin, M. Sandboth, S. Huh, S. Eom, R. Bise, E. Osuna-Highley, T. Kanade and P. Campbell, “Automating the Decision Process for Real-Time Adaptive Subculture of Stem Cells,” PLoS ONE 6, 11, pg. e27672, 2011.

[PDF]



Description: W:\thumb_MultiShearDirections.jpg

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.

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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]



Description: W:\thumb_PhaseContrastOptics.jpg

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)

[PDF]              [Demos]



Description: W:\thumb_BayesianCellSeg.jpg

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.

[PDF]              [Demos]



Description: W:\thumb_shapefgseg.jpg

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)

[PDF]              [Demos]



Description: W:\thumb_LiveSeg.jpg

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)

[PDF]              [Demos]



Description: W:\thumb_MHILocalization.jpg

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.

[PDF]              [Demos]



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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

[PDF]              [Demos]



Description: W:\thumb_modeseeking.jpg

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

[PDF]              [Demos]



Description: W:\thumb_fusion.jpg

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

[PDF]              [Demos]



Description: W:\thumb_leftluggage.jpg

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

[PDF]              [Demos]



Description: W:\thumb_OnTheFly.jpg

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

[PDF]              [Demos]



Description: W:\thumb_BP.jpg

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

[PDF]              [Demos]



Description: W:\thumb_spatialfeatureselection.jpg

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.

[PDF]              [Demos]



Description: W:\thumb_MHIDetection.jpg

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.

[PDF]              [Demos]



Description: W:\thumb_FaceDetection.jpg

Real-time face detection and tracking system. University of Wisconsin-Madison. 2005

[Demos]



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Traffic surveillance system. Tsinghua University. 2002

[Demos]