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Prof. Dr.-Ing. Kimiaki Shirahama

Address: 

Go to my private website (English, 日本語)

Resume

Since 2015 Postdoctoral Researcher,  Research Group for Pattern Recognition (ForschungskollegSiegen FoKoS), University of Siegen, Siegen, Germany
2013 - 2015 Postdoctoral Researcher,  Research Group for Pattern Recognition, University of Siegen, Siegen, Germany
(JSPS Postdoctoral Fellow for Research Abroad)
2012 - 2014
Assistant Professor, College of Information and Systems, Muroran Institute of Technology, Muroran, Japan
2008 - 2011 Doctor of Engineering, Graduate School of Engineering, Kobe University, Kobe, Japan
2007 - 2012
Assistant Professor (Computer Administrator), Graduate School of Economics, Kobe University, Kobe, Japan
2005 - 2007 Doctor Candiate, Graduate School of Science and Technology, Kobe University, Kobe, Japan
2003 - 2005 Master of Engineering, Graduate School of Science and Technology, Kobe University, Kobe, Japan



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
[bib] - F. Li, K. Shirahama, A. Nisar, L. Koeping, M. Grzegorzek - Comparison of Feature Learning Methods for Human Activity Recognition using Wearable Sensors
In Sensors, 18(2), 2018, pages Article No. 679 (Data and codes are available on http://www.pr.informatik.uni-siegen.de/en/human-activity-recognition) - [pdf]
[bib] - L. Koeping, K. Shirahama, M. Grzegorzek - A General Framework for Sensor-based Human Activity Recognition
In Computers in Biology and Medicine, 95(1), 2018, pages 248-260 (PDF can be downloaded until May 12, 2018) - [pdf]
[bib] - P. Lagodzinski, K. Shirahama, M. Grzegorzek - Codebook-based Electrooculography Data Analysis Towards Cognitive Activity Recognition
In Computers in Biology and Medicine, 95(1), 2018, pages 277-287 (PDF can be downloaded until May 12, 2018) - [pdf]

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
[bib] - C. Yang, O. Tiebe, K. Shirahama, E. Lukasik, M. Grzegorzek - Evaluating Contour Segment Descriptors
In Machine Vision and Applications, 28(3), 2017, pages 269-294
[bib] - K. Shirahama, M. Grzegorzek - On the Generality of Codebook Approach for Sensor-based Human Activity Recognition
In Electronics (Special Issue "Data Processing and Wearable Systems for Effective Human Monitoring"), 6(2), 2017, pages 44 - [pdf]
[bib] - Z. Boukhers, K. Shirahama, M. Grzegorzek - Example-based 3D Trajectory Extraction of Objects from 2D Videos
In IEEE Transaction on Circuits and Systems for Video Technology, 2017, pages Accepted for Publication
[bib] - Z. Boukhers, K. Shirahama, M. Grzegorzek - Less Restrictive Camera Odometry Estimation from Monocular Camera
In MULTIMEDIA TOOLS AND APPLICATIONS, 2017, pages Accepted for Publication

Conference Papers

[bib] - Z. He, T. Shinozaki, K. Shirahama, M. Grzegorzekz, K. Uehara - Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task
In TREC Video Retrieval Evaluation (TRECVID) 2017 Workshop, 2017 - [pdf]
[bib] - P. Gouverneur, J. Jaworek-Korjakowska, L. Koeping, K. Shirahama, P. Kleczek, M. Grzegorzek - Classification of Physiological Data for Emotion Recognition.
In International Conference on Artificial Intelligence and Soft Computing (ICAISC), 2017, pages 619-627
[bib] - J. Jaworek-Korjakowska, P. Kleczek, K. Shirahama, M. Grzegorzek - Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature
In Computerized Medical Imaging and Graphics, 16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017), 2017

2016

Articles/Journal Papers

[bib] - K. Shirahama, M. Grzegorzek - Towards Large-Scale Multimedia Retrieval Enriched by Knowledge about Human Interpretation - Retrospective Survey -
In Multimedia Tools and Applications, 75(1), 2016, pages 297-331 - [pdf]
[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
[bib] - C. Yang, Oliver Tiebe, Kimiaki Shirahama, Marcin Grzegorzek - Object Matching with Hierarchical Skeletons
In Pattern Recognition, 55, 2016, pages 183-197
[bib] - C. Yang, C. Feinen, O. Tiebe, K.Shirahama, M. Grzegorzek - Shape-based object matching using interesting points and high-order graphs
In Pattern Recognition Letters, 83(3), 2016, pages 251–260

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] - K. Shirahama, M. Grzegorzek - Emotion Recognition Based on Physiological Sensor Data Using Codebook Approach
In The Fifth International Conference on Information Technologies in Biomedicine (ITiB 2016), 2016, pages 27--39
[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] - M. Khan, K. Shirahama, Muhammad Shahid Farid, M. Grzegorzek - Multiple Human Detection in Depth Images
In International Workshop on Multimedia Signal Processing, 2016, pages to appear
[bib] - K. Shirahama, L. Koeping, M Grzegorzek - Codebook Approach for Sensor-based Human Activity Recognition
In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016, pages 197-200
[bib] - A. Delforouzi, S. A. H. Tabatabaei, K. Shirahama, M. Grzegorzek - Unknown Object Tracking in 360-Degree Camera Images
In 23rd International Conference on Pattern Recognition, 2016, pages 1799-1804
[bib] - A. Delforouzi, S. A. H. Tabatabaei, K. Shirahama, M. Grzegorzek - Polar Object Tracking in 360-Degree Camera Images
In IEEE International Symposium on Multimedia (ISM 2016), 2016, pages 347-352
[bib] - Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek and Kuniaki Uehara - Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task
In TREC Video Retrieval Evaluation (TRECVID) 2016 Workshop, 2016, pages to appear
[bib] - Z. Boukhers, Y. Wang, K. Shirahama, K. Uehara, M. Grzegorzek - Convoy Detection in Crowded Surveillance Videos
In International Workshop on Human Behavior Understanding at ACM Multimedia, 2016, pages 137-147
[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] - K. Shirahama, M. Grzegorzek, K. Uehara - Weakly Supervised Detection of Video Events Using Hidden Conditional Random Fields
In International Journal on Multimedia Information Retrieval, 4(1), 2015, pages 17-32 - [pdf]
[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
[bib] - K. Shirahama, M. Grzegorzek, B. Indurkhya - Human-Machine Cooperation in Large-Scale Multimedia Retrieval: A Survey
In Journal of Problem Solving, 8(1), 2015, pages 36-63 - [pdf]
[bib] - K. Shirahama, T. Matsumura, M. Grzegorzek, K. Uehara - Semantic Indexing based on Focus of Attention Extended by Weakly Supervised Learning
In International Journal on Advances in Software, 8(3), 2015, pages 410-419 - [pdf]

Book Chapters

[bib] - K. Shirahama, M. Grzegorzek, K. Kumabuchi, K. Uehara - Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory
In Multimedia Data Mining and Analytics: Disruptive Innovation, Springer, 2015, pages 269-294 (Chapter 12)

Conference Papers

[bib] - K. Shirahama, T. Matsumura, M. Grzegorzek, K. Uehara - Empowering Semantic Indexing with Focus of Attention
In The Seventh International Conferences on Advances in Multimedia (MMEDIA 2015), 2015, pages 33-36
[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. Yang, C. Feinen, O. Tiebe, K. Shirahama, M. Grzegorzek - Shape-based Object Matching Using Point Context
In International Conference on Multimedia Retrieval, 2015, pages 519--522
[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
[bib] - Z. Boukhers, K. Shirahama, F. Li, M. Grzegorzek - Object Detection and Depth Estimation for 3D Trajectory Extraction
In International Workshop on Content-Based Multimedia Indexing, IEEE Computer Society, 2015, pages 1-6
[bib] - K. Shirahama, T. Shinozaki, Y. Matsumoto, M. Grzegorzek, K. Uehara - University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks
In TREC Video Retrieval Evaluation (TRECVID) 2015 Workshop, 2015
[bib] - Z. Boukhers, K. Shirahama, F. Li, M. Grzegorzek - Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter
In in International Conference on Multimedia Retrieval, 2015

2014

Conference Papers

[bib] - K. Shirahama, M. Grzegorzek, K. Uehara - Multimedia Event Detection Using Hidden Conditional Random Fields
In International Conference on Multimedia Retrieval, 2014, pages 9--16 - [pdf]
[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] - 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

2012

Conference Papers

[bib] - K. Shirahama , K. Uehara , M. Grzegorzek - Examining the Applicability of Virtual Reality Technique for Video Retrieval
In 10th Workshop on Content-Based Multimedia Indexing, Curran Associates, Inc., 2012, pages 211--216