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Dr.-Ing. Michael Yang

Leibniz Universität Hannover
Institut fĂĽr Informationsverarbeitung
Appelstr. 9A
30167 Hannover
Germany
phone: +49 511 762-5312
fax: +49 511 762-5333
office location: room 1314

Email: yang(at)tnt.uni-hannover.de


Michael Ying Yang studied Communication Engineering at Sichuan University, China. From 2005 to 2008, he studied Communication and Information System at Institute of Electronics, Chinese Academy of Sciences, China, where he received Ms.Eng. in 07/2008.

From 2008 to 2012, he was a Research Assistant at Department of Photogrammetry, Institute of Geodesy and Geoinformation, Universität Bonn. He was involved in the DFG project 'Semi-automatic generation of highly detailed textured building models', which is part of the Sino-German bundle project 'Interoperation of 3D Urban Geoinformation'. He received the Dr.-Ing. (summa cum laude) in 12/2011 with PhD thesis 'Hierarchical and Spatial Structures for Interpreting Images of Man-made Scenes Using Graphical Models'.

Since 05/2012, he works as PostDoc at the Institute for Information processing (TNT), Leibniz Universität Hanover. His research interests include multiple object tracking and cosegmentation, graphical models, and classification.



Research Interests


  • Probabilistic Graphical Models
  • Scene Understanding
  • Object Segmentation and Tracking
  • Digital Photogrammetry

News




Publications


Show selected publications only
Saif Al-Shaikhli, Michael Ying Yang, Bodo Rosenhahn
Brain Tumor Classification Using Sparse Coding and Dictionary Learning
IEEE International Conference on Image Processing (ICIP), accepted for publication., October 2014
Michael Ying Yang, Xuanzi Yong, Bodo Rosenhahn
Feature Regression for Multimodal Image Analysis
CVPR Workshop on Multi-Sensor Fusion for Outdoor Dynamic Scene Understanding, accpeted for publication, June 2014
Saif Al-shaikhli, Michael Yang, Bodo Rosenhahn
Multi-Region Labeling and Segmentation Using a Graph Topology Prior and Atlas Information in Brain Images
Computerized Medical Imaging and Graphics Journal (CMIG), Accepted for publication, Elsevier, June 2014, edited by Stephen Wong, Ph.D., P.E.
Michael Ying Yang, Bodo Rosenhahn
Video Segmentation with Joint Object and Trajectory Labeling
IEEE Winter Conference on Applications of Computer Vision, IEEE, March 2014
Oliver MĂĽller, Michael Y. Yang, Bodo Rosenhahn
Slice Sampling Particle Belief Propagation
IEEE International Conference on Computer Vision (ICCV), pp. 1129--1136, Sydney, Australia, December 2013
Yibo Guo, Michael Ying Yang, Bodo Rosenhahn
INTERACTIVE MULTI-OBJECT TRACKING FOR VIRTUAL OBJECT MANIPULATION
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS ISA13 - Image Sequence Analysis 2013, Antalya, Turkey, November 2013
Michael Ying Yang
Image Segmentation by Bilayer Superpixel Grouping
Asian Conference on Pattern Recognition , accpeted for publication, Okinawa, Japan, November 2013
Saif Al-Shaikhli, Michael Ying Yang, Bodo Rosenhahn
Medical Image Segmentation Using Multi-level Set Partitioning with Topological Graph Prior
PSIVT 2013 Workshops, Springer Lecture Notes on Computer Sciences (LNCS), pp. 157--168,, October 2013
Zheng Zhang, Michael Ying Yang, Mei Zhou
MULTI-SOURCE HIERARCHICAL CONDITIONAL RANDOM FIELD MODEL FOR FEATURE FUSION OF REMOTE SENSING IMAGES AND LIDAR DATA
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, ISPRS Hannover Workshop 2013, pp. 389-392, Hannover, Germany, May 2013
Michael Ying Yang, Wolfgang Förstner, Dengfeng Chai
FEATURE EVALUATION FOR BUILDING FACADE IMAGES — AN EMPIRICAL STUDY
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences; Proc. of 22nd Congress of the International Society for Photogrammetry and Remote Sensing (ISPRS), pp. 513-518, Melbourne, August 2012
Dengfeng Chai, Wolfgang Förstner, Michael Ying Yang
COMBINE MARKOV RANDOM FIELDS AND MARKED POINT PROCESSES TO EXTRACT BUILDING FROM REMOTELY SENSED IMAGES
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; Proc. of 22nd Congress of the International Society for Photogrammetry and Remote Sensing (ISPRS) , pp. 365-370, Melbourne, August 2012
Michael Ying Yang, Yanpeng Cao, John McDonald
Fusion of camera images and laser scans for wide baseline 3D scene alignment in urban environments
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 66, No. 6, pp. S52-S61, 2011
Michael Ying Yang, Wolfgang Förstner
A Hierarchical Conditional Random Field Model for Labeling and Classifying Images of Man-made Scenes
ICCV Workshop on Computer Vision for Remote Sensing of the Environment , IEEE, p. 196 – 203, 2011
Michael Ying Yang, Wolfgang Förstner
Regionwise Classification of Building Facade Images
Photogrammetric Image Analysis (PIA2011), p. 209 – 220, 2011
Yanpeng Cao, Michael Ying Yang, John McDonald
Robust Alignment of Wide Baseline Terrestrial Laser Scans via 3D Viewpoint Normalization
IEEE Workshop on Applications of Computer Vision (WACV) , IEEE, pp. 455 - 462, 2011
Michael Ying Yang, Yanpeng Cao, Wolfgang Förstner, John McDonald
Wide Baseline Scene Alignment based on 3D Viewpoint Normalization
International Conference on Advances in Visual Computing, Springer-Verlag, pp. 654 - 665, 2010
Michael Ying Yang, Wolfgang Förstner, Martin Drauschke
Hierarchical Conditional Random Field for Multi-class Image Classification
International Conference on Computer Vision Theory and Applications (VISSAPP), pp. 464-469, 2010
Michael Ying Yang, Wolfgang Förstner
Plane Detection in Point Cloud Data
Department of Photogrammetry, University of Bonn, 2010
Jörg Schmittwilken, Michael Ying Yang, Wolfgang Förstner, Lutz Plümer
Integration of Conditional Random Fields and Attribute Grammars for Range Data Interpretation of Man-made Objects
Annals of GIS, Vol. 15, No. 2, pp. 117--126, 2009


Other activities


Professional Activities


  • Since 2009    Member of German Association for Pattern Recognition (DAGM)
  • 2012-2016    Secretary of ISPRS WG III/3 ‘Image Sequence Analysis