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Prof. Dr.-Ing. Chen Li
Resume
| Since 2017 | Associate Professor, Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, China |
| 2016 - 2017 | Postdoc Researcher, Visual Computing Group, Johannes Gutenberg University Mainz, Mainz, Germany |
| 2011 - 2016 | PhD Degree, Research Group for Pattern Recognition, University of Siegen, Siegen, Germany |
| 2009 - 2011 | Research Secretary, Northeast Normal University, Changchun, China |
| 2008 - 2011 | Master's Degree, Northeast Normal University, Changchun, China |
| 2004 - 2008 | Bachelor's Degree, University of Science and Technology Beijing, Beijing, China |
2018
Articles/Journal Papers
[bib] - S. Kosov, K. Shirahama, C. Li, M. Grzegorzek - Environmental Microorganism Classification Using Conditional Random Fields and Deep Convolutional Neural Networks
In Pattern Recognition, 77, 2018, pages 248-261
2017
Articles/Journal Papers
[bib] - Y. Zou, C. Li, K. Shirahama, T. Jiang, M. Grzegorzek - Content-based Image Retrieval of Environmental Microorganisms Using Double-stage Optimisation-based Fusion
In Information Engineering Express (IEE), 3(4), 2017, pages 43-53
2016
Articles/Journal Papers
[bib] - C. Li, K. Shirahama, M. Grzegorzek - Environmental Microbiology Aided by Content-based Image Analysis
In Pattern Analysis and Applications, 19(2), 2016, pages 531-547
Books
[bib] - C. Li - Content-based Microscopic Image Analysis
In Logos Verlag Berlin GmbH, 2016,ISBN: 978-3-8325-4253-5
Book Chapters
[bib] - Y. Zou, C. Li, K. Shirahama, F. Schmidt, T. Jiang, M. Grzegorzek - Content-Based Microscopic Image Retrieval of Environmental Microorganisms Using Multiple Colour Channels Fusion
In Computer and Information Science, Springer, 2016, pages 119--130
Conference Papers
[bib] - X. Huang, C. Li, M. Shen, K. Shirahama, J. Nyffeler, M. Leist, M. Grzegorzek, O. Deussen - Stem Cell Microscopic Image Segmentation Using Supervised Normalised Cuts
In The 23rd IEEE International Conference on Image Processing (ICIP 2016), 2016, pages 4140--4144
[bib] - Y. Zou, C. Li, K. Shirahama, T. Jiang, M. Grzegorzek - Environmental Microorganism Image Retrieval Using Multiple Colour Channels Fusion and Particle Swarm Optimisation
In The 23rd IEEE International Conference on Image Processing (ICIP 2016), 2016, pages 2475--2479
[bib] - Y. Zou, C. Li, K. Shirahama, F. Schmidt, T. Jiang, and M. Grzegorzek - Content-based Microscopic Image Retrieval of Environmental Microorganisms using Multiple Colour Channels Fusion.
In IEEE/ACIS International Conference on Computer and Information Science (ICIS), 2016, pages 119-130
2015
Articles/Journal Papers
[bib] - C. Li, K. Shirahama, M. Grzegorzek - Application of Content-based Image Analysis to Environmental Microorganism Classification
In Biocybernetics and Biomedical Engineering, 35(1), 2015, pages 10--21
[bib] - M. Shen, C. Li, W. Huang, P. Szyszka, K. Shirahama, M. Grzegorzek, D. Merhof, O. Duessen - Interactive Tracking of Insect Posture
In Pattern Recognition, 48(11), 2015, pages 3560--3571
Conference Papers
[bib] - Y. Zou, C. Li, Z. Boukhers, K. Shirahama, T. Jiang, M. Grzegorzek - Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram
In International Conference on Computer Recognition Systems, Springer LNCS, 2015, pages 543--552
[bib] - C. Li, K. Shirahama, M. Grzegorzek - Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning
In International Workshop on Environmental Multimedia Retrieval In Conjunction with ACM International Conference on Multimedia Retrieval, 2015, pages 9--14
2014
Conference Papers
[bib] - C. Yang, C. Li, O. Tiebe, K. Shirahama, M. Grzegorzek - Shape-Based Classification of Environmental Microorganisms
In International Conference on Pattern Recognition, IEEE Computer Society, 2014, pages 3374--3379
2013
Conference Papers
[bib] - M. Grzegorzek, C. Li, J. Raskatow, D. Paulus, N. Vassilieva - Texture-Based Text Detection in Digital Images with Wavelet Features and Support Vector Machines
In 8th International Conference on Computer Recognition Systems, Springer LNCS, 2013, pages 857--866
[bib] - C. Li, K. Shirahama, M. Grzegorzek, F. Ma, B. Zhou - Classification of Environmental Microorganisms in Microscopic Images using Shape Features and Support Vector Machines
In IEEE International Conference on Image Processing, IEEE Computer Society, 2013, pages 2435--2439
[bib] - C. Li, K. Shirahama, J. Czajkowska, M. Grzegorzek, F. Ma, B. Zhou - A Multi-Stage Approach for Automatic Classification of Environmental Microorganisms
In International Conference on Image Processing, Computer Vision, and Pattern Recognition, CSREA Press, United States, 2013, pages V II: 364--370
[bib] - K. Shirahama, C. Li, M. Grzegorzek, K. Uehara - University of Siegen, Kobe University, and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection
In TRECVID 2013 Multimedia Event Detection, 2013, pages online