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2017

Articles/Journal Papers

[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] - M. Khan, M. Grzegorzek - Vojta-therapy: A Vision-based Framework to Recognize the Movement Patterns
In International Journal of Software Innovation (IJSI), 2017
[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

Conference Papers

[bib] - F. Li, L. Koeping, S. Schmitz, M. Grzegorzek - Real-Time Gesture Recognition Using a Particle Filtering Approach
In 6th International Conference on Pattern Recognition Applications and Methods, 2017, pages to appear
[bib] - O. Flak, C. Yang, M. Grzegorzek - Action Sequence Matching of Team Managers
In International Conference on Pattern Recognition and Methods, 2017
[bib] - M. Khan, F. Li and M. S. Farid, M. Grzegorzek - Gait Recognition using Motion Trajectory Analysis
In The 10th International Conference on Computer Recognition Systems, 2017
[bib] - A. Delforouzi, S. A. H. Tabatabaei, M. Khan, M. Grzegorzek - A Vision-Based Method for Automatic Crack Detection in Railway Sleepers
In 10th International Conference on Computer Recognition Systems, 2017
[bib] - M. Khan, M. S. Farid, M. Grzegorzek - Person Identification Using Spatiotemporal Motion Characteristics
In The 24th IEEE International Conference on Image Processing (ICIP 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

Books

[bib] - C. Li - Content-based Microscopic Image Analysis
In Logos Verlag Berlin GmbH, 2016,ISBN: 978-3-8325-4253-5
[bib] - C. Feinen - Object Representation and Matching Based on Skeletons and Curves
In Logos Verlag Berlin GmbH, 2016
[bib] - C. Yang - Object Shape Generation, Representation and Matching
In Logos Verlag Berlin GmbH, 2016

Book Chapters

[bib] - Oliver Tiebe, C. Yang, M. Khan, Marcin Grzegorzek, Dominik Scarpin - Stripes-based Object Matching
In Studies in Computational Intelligence, Springer International Publishing, 2016, pages 59-72
[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] - M. Khan, J. Helsper, Z. Boukhers, M. Grzegorzek - Automatic Recognition of Movement Patterns in the Vojta-Therapy using RGB-D Data
In International Conference on Image Processing, 2016, pages 1235-1239
[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] - M. Khan, J. Helsper, C. Yang, Marcin Grzegorzek - An Automatic Vision-based Monitoring System for Accurate Vojta-Therapy
In International Conference on Computer and Information Science, IEEE, 2016, pages 1-6
[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] - T. Fetzer, F. Ebner, L. Koeping, M. Grzegorzek, F.Deinzer - On Monte Carlo Smoothing in Multi Sensor Indoor Localisation
In International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2016, pages to appear
[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] - C. Yang, Oliver Tiebe, Marcin Grzegorzek, Bipin Indurkhya - Investigations on Skeleton Completeness for Skeleton-based Shape Matching
In Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA 2016), IEEE Signal Processing Society, 2016, pages 113-118
[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

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] - C. Yang, O. Tiebe, P. Pietsch, C. Feinen, U. Kelter, M. Grzegorzek - Shape-based Object Retrieval and Classification with Supervised Optimisation
In International Conference on Pattern Recognition Applications and Methods, Springer, 2015, pages 204--211
[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] - Z. Boukhers, T. Jarzynski, F. Shmidt, O. Tiebe, M. Grzegorzek - Shape-Based Eye Blinking Detection and Analysis
In International Conference on Computer Recognition Systems, 2015, pages Accepted for Publication
[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] - J. Hedrich, F. Genois, D. Paulus, M. Grzegorzek - Enhanced Surface Normal Computation by Exploiting RGB-D Sensory Information
In IAPR Conference on Machine Vision Applications, 2015
[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] - L. Koeping, S. Bobek, M. Slazynski, F. Deinzer, G. J. Nalepa, M. Grzegorzek - Improving Indoor Localization by User Feedback
In The 18th International Conference on Information Fusion, 2015
[bib] - C. Yang , M. Grzegorzek , E. Lukasik - Representing The Evolving Temporal Envelope of Musical Instruments Sounds Using Computer Vision Methods
In Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA 2015), IEEE Signal Processing Society, 2015
[bib] - C. Yang and O. Tiebe and M. Grzegorzek and E. Lukasik - Skeleton-based Audio Envelope Shape Analysis
In Asian Conference on Pattern Recognition (ACPR), IEEE Computer Society, 2015, pages 514-518
[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] - Frank Ebner, Toni Fetzer, Lukas Koeping, Marcin Grzegorzek, Frank Deinzer - Multi Sensor 3D Indoor Localisation
In International Conference on Indoor Positioning and Indoor Navigation (IPIN), 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

Articles/Journal Papers

[bib] - L. Koeping, F. Ebner, M. Grzegorzek, F. Deinzer - Indoor Localization Using Step and Turn Detection Together with Floor Map Information
In FHWS Science Journal, 3(1), 2014, pages 92--101

Book Chapters

[bib] - C. Feinen, J. Czajkowska, M. Grzegorzek, L. Latecki - Matching of 3D Objects Based on 3D Curves
In Computer Vision and Machine Learning with RGB-D Sensors, Springer, 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] - J. Czajkowska, C. Feinen, M. Grzegorzek, M. Raspe, R. Wickenhoefer - A New Aortic Aneurysm CT Series Registration Algorithm
In International Conference Information Technologies in Biomedicine, 2014
[bib] - L. Koeping, M. Grzegorzek, F. Deinzer - Probabilistic Step and Turn Detection in Indoor Localisation
In Data Fusion and Target Tracking Conference, 2014
[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
[bib] - C. Yang , O. Tiebe, P. Pietsch, C. Feinen, U. Kelter, M. Grzegorzek - Shape-Based Object Retrieval by Contour Segment Matching
In IEEE International Conference on Image Processing, IEEE Computer Society, 2014
[bib] - C. Feinen, J. Czajkowska, M. Grzegorzek, L. Latecki - 3D Object Retrieval by 3D Curve Matching
In IEEE International Conference on Image Processing, IEEE Computer Society, 2014
[bib] - C. Feinen, J. Czajkowska, M. Grzegorzek, M. Raspe, R. Wickenhoefer - Skeleton-Based Abdominal Aorta Registration Technique
In International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
[bib] - C. Feinen, C. Yang, O. Tiebe, M. Grzegorzek - Shape Matching Using Point Context and Contour Segments
In Asian Conference on Computer Vision, Springer, 2014, pages Singapore
[bib] - C. Yang, M. Grzegorzek - Object Similarity by Humans and Machines
In AAAI Fall Symposium on Modeling Changing Perspectives, AAAI Press, 2014
[bib] - T. Fetzer, L. Koeping, M. Grzegorzek, F. Deinzer - Statistical Indoor Localization Using Fusion of Depth-Images and Step Detection
In The Fifth International Conference on Indoor Positioning and Indoor Navigation 2014 (IPIN 2014), IEEE Computer Society, 2014
[bib] - F. Ebner, L. Koeping, M. Grzegorzek, F. Deinzer - Robust Self-Localization Using WiFi, Step/Turn-Detection and Recursive Density Estimation
In The Fifth International Conference on Indoor Positioning and Indoor Navigation 2014 (IPIN 2014), IEEE Computer Society, 2014

Misc

[bib] - J. Krajewski, M. Grzegorzek, M. Berking, M. Schieder, M. Golz - "Yet Another Big Brother?" - Leistung und Grenzen Smartphone-basierter Ueberwachung von psychopathologischen Zustaenden im Rahmen der Betrieblichen Gesundheitsfoerderung
In 18. Fachtagung der Gesellschaft fuer angewandte Wirtschaftspsychologie "Zukunft denken - Gegenwart gestalten. Beitraege der Wirtschaftspsychologie zur Gestaltung des 21. Jahrhunderts", 2014

2013

Articles/Journal Papers

[bib] - M. Grzegorzek , M. Granitzer , S. Rueger , M. Sintek , T. Declerck , M. Romanelli - Trends in Semantic and Digital Media Technologies
In Multimedia Tools and Applications, 62(2), 2013, pages 311--318

Books

[bib] - M. Grzegorzek, C. Theobalt, R. Koch, A. Kolb - Time-of-Flight and Depth Imaging: Algorithms, Sensors and Applications
In Springer LNCS 8200, 2013
[bib] - J. Bader, C. Feinen, J. Hedrich, R. Do Carmo, P. Scholl - Proceedings of the Joint Workshop of the German Research Training Groups in Computer Science
In Pro Business Digital Printing Deutschland GmbH, 2013

Journal Issues

[bib] - M. Grzegorzek , M. Granitzer , S. Rueger , M. Sintek , T. Declerck , M. Romanelli - Special Issue on Semantic and Digital Media Technologies
In , 2013

Conference Papers

[bib] - J. Hedrich, C. Yang, C. Feinen, S. Schaefer and D. Paulus and M. Grzegorzek - Extended Investigations on Skeleton Graph Matching for Object Recognition
In 8th International Conference on Computer Recognition Systems, Springer LNCS, 2013, pages 371--381
[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. Feinen, M. Grzegorzek, D. Barnowsky, D. Paulus - Robust 3D Object Skeletonisation for the Similarity Measure
In 2nd International Conference on Pattern Recognition, Applications and Methods, Springer, Berlin, Heidelberg, 2013, pages 167--175
[bib] - A. Amanpourgharaei, C. Feinen, M. Grzegorzek - Graph-Based Shape Representation for Object Retrieval
In 2nd International Conference on Pattern Recognition, Applications and Methods, Springer, Berlin, Heidelberg, 2013, pages 315--318
[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] - J. Czajkowska, J. Kawa, Z. Czajkowski, M. Grzegorzek - 4-D Fuzzy Connectedness-Based Medical Image Segmentation Technique
In 20th International Conference on Mixed Design of Integrated Circuits and Systems, Springer LNCS, 2013, pages 519--524
[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

Misc

[bib] - S. Beck, M. Grzegorzek, C. Lichtenthaeler, J. Macke, C. Muhl, U. Reiser, I. Scholz, B. Seibel, I. Urban - Mit Robotern gegen den Pflegenotstand
In Policy Brief, Stiftung Neue Verantwortung, Berlin, 2013

2012

Conference Papers

[bib] - O. Tiebe , P. Spitzer , M. Grzegorzek - Image-Based Dice Interpretation for a Yahtzee Game
In 2nd International Conference on Digital Information Processing and Communications, IEEE Computer Society, 2012, pages 138--140
[bib] - M. Grzegorzek , P. Lubina - Blood Vessel Segmentation in HRT Images for Glaucoma Early Detection
In 3rd International Conference Information Technologies in Biomedicine, Springer, Berlin, Heidelberg, 2012, pages 1--12
[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

Misc

[bib] - F. Bahr, T. F. Dapp, L. Dobusch, M. Grzegorzek, V. Kerst, R. Meinberg, M. Rehse, J. Saenger, T. Schauf, H. Tillmann - Schoenes neues Internet? Chancen und Risiken fuer Innovation in digitalen Oekosystemen
In Policy Brief, Stiftung Neue Verantwortung, Berlin, 2012

2011

Articles/Journal Papers

[bib] - P. Decker , S. Thierfelder , D. Paulus , M. Grzegorzek - Dense Statistical versus Sparse Feature-Based Approach for 3D Object Recognition
In Pattern Recognition and Image Analysis, 21(2), 2011, pages 238--241

Books

[bib] - T. Declerck , M. Granitzer , M. Grzegorzek , M. Romanelli , S. Rueger , M. Sintek - Semantic Multimedia
In Springer LNCS 6725, 2011

Book Chapters

[bib] - J. Bader , B. Labitzke , M. Grzegorzek , A. Kolb - Multispectral Pattern Recognition Techniques for Biometrics
In Biometrics, Faculty of Biomedical Engineering, Silesian University of Technology, 2011, pages 87--116

Conference Papers

[bib] - C. Feinen, M. Grzegorzek, D. Droege, D. Paulus - A Generic Approach to the Texture Detection Problem in Digital Images
In 7th International Conference on Computer Recognition Systems, Springer, Berlin, Heidelberg, 2011, pages 375--384
[bib] - M. Grzegorzek , D. Schwerbel , D. Balthasar , D. Paulus - Automatic Sorting of Alluminium Alloys Based on Spectroscopy Measures
In 35th Annual Workshop of the Austrian Association for Pattern Recognition, Joanneum Research, 2011, pages Online Publication

2010

Articles/Journal Papers

[bib] - M. Grzegorzek , M. Trierscheid , D. Papoutsis , D. Paulus - 3D Teeth Segmentation from Dentition Surfaces
In ICGST International Journal on Graphics, Vision and Image Processing, GVIP, 10(6), 2010, pages 29--35
[bib] - M. Grzegorzek , D. Duce , S. Handschuh , L. Hardman , M. Spagnuolo - Introduction to the Special Issue on Semantic and Digital Media Technologies
In Multimedia Tools and Applications, 49(1), 2010, pages 1--5
[bib] - M. Grzegorzek - A System for 3D Texture-Based Probabilistic Object Recognition and Its Applications
In International Journal on Pattern Analysis and Applications, 13(3), 2010, pages 333--348
[bib] - M. Grzegorzek , S. Sav , E. Izquierdo , N. E. O'Connor - Local Wavelet Features for Statistical Object Classification and Localisation
In IEEE Multimedia, 17(1), 2010, pages 56--66

Journal Issues

[bib] - M. Grzegorzek , D. Duce , S. Handschuh , L. Hardman , M. Spagnuolo - Special Issue on Semantic and Digital Media Technologies
In , 2010

Conference Papers

[bib] - P. Decker , S. Thierfelder , D. Paulus , M. Grzegorzek - Dense Statistic versus Sparse Feature-Based Approach for 3D Object Recognition
In 10th International Conference on Pattern Recognition and Image Analysis: New Information Technologies, SPb.:Politechnika, 2010
[bib] - M. Grzegorzek , D. Paulus , M. Trierscheid , D. Papoutsis - Teeth Segmentation in 3D Dentition Models for the Virtual Articulator
In IEEE International Conference on Image Processing, IEEE Computer Society, 2010, pages 3609--3612
[bib] - S. Vetter , M. Grzegorzek , D. Paulus - Wavelet-Based Inpainting for Object Removal from Image Series
In DAGM 2010, LNCS 6376 Pattern Recognition, Springer, Berlin Heidelberg, 2010, pages 342--352
[bib] - F. Graf , M. Grzegorzek , D. Paulus - Counting Lymphocytes in Histopathology Images Using Connected Components
In International Conference on Pattern Recognition, Springer, LNCS 6388, 2010, pages 263--269
[bib] - M. Grzegorzek , M. Trierscheid , D. Papoutsis , D. Paulus - A Multi-Stage Approach for 3D Teeth Segmentation from Dentition Surfaces
In International Conference on Image and Signal Processing, Springer, LNCS 6134, 2010, pages 521--530
[bib] - M. Grzegorzek , A. Wolyniec , F. Schmitt , D. Paulus - Recognition of Objects Represented in Different Color Spaces
In 5th European Conference on Colour in Graphics, Imaging, and Vision, Society for Imaging Science and Technology, 2010, pages 338--345
[bib] - S. Greve , M. Grzegorzek , D. Paulus - Classification of Image Regions Using the Wavelet Standard Deviation Descriptor
In 3rd International Symposium on Multimedia - Applications and Processing, IEEE Computer Society, 2010, pages 703--708

2009

Conference Papers

[bib] - R. Abbasi , M. Grzegorzek , S. Staab - Large Scale Tag Recommendation Using Different Image Representations
In 4th International Conference on Semantic and Digital Media Technologies, Springer Berlin / Heidelberg, 2009, pages 65--76
[bib] - M. Grzegorzek , M. Buckan , S. Horn - Probabilistic Classification of Intracranial Gliomas in Digital Microscope Images Based on EGFR Quantity
In Medical Imaging 2009: Image Processing (Volume 7259), SPIE, 2009, pages 72591T
[bib] - M. Grzegorzek , A. Wolyniec , F. Schmitt , D. Paulus - Probabilistic Texture-Based Classification and Localization of 3D Objects Based on Wavelet-Features Extracted from Different Color Spaces
In 15. Workshop Farbbildverarbeitung, GfAI, 2009, pages 29--35
[bib] - G. Th. Papadopoulos , C. Saathoff , M. Grzegorzek , V. Mezaris , I. Kompatsiaris , S. Staab , M. G. Strintzis - Comparative Evaluation of Spatial Context Techniques for Semantic Image Analysis
In Proceedings of the 10th International Workshop on Image Analysis for Multimedia Interactive Services, IEEE Computer Society, 2009, pages 161--164

2008

Articles/Journal Papers

[bib] - P. Praks , M. Grzegorzek , R. Moravec , L. Valek , E. Izquierdo - Wavelet and Eigen-Space Feature Extraction for Classification of Metallography Images
In Frontiers in Artificial Intelligence and Applications: Information Modelling and Knowledge Bases, 166(1), 2008, pages 190--199

Book Chapters

[bib] - S. Staab , A. Scherp , R. Arndt , R. Troncy , M. Grzegorzek , C. Saathoff , S. Schenk , L. Hardman - Semantic Multimedia
In Reasoning Web, Springer LNCS 5224, 2008, pages 125--170

Conference Papers

[bib] - R. Abbasi , M. Grzegorzek , S. Staab - Using Colors as Tags in Folksonomies to Improve Image Classification
In 3rd International Conference on Semantic and Digital Media Technologies, Springer, 2008
[bib] - C. Saathoff , M. Grzegorzek , S. Staab - Labelling Image Regions Using Wavelet Features and Spatial Prototypes
In 3rd International Conference on Semantic and Digital Media Technologies, Springer, LNCS 5392, 2008, pages 89--104
[bib] - R. Abbasi , M. Grzegorzek , S. Staab - Merging Tagging and Low-Level Image Features in Folksonomies to Improve Image Classification
In PetaMedia Workshop on Implicit Human-Centered Tagging, 2008
[bib] - Q. Zhang et al. - The COST292 Experimental Framework for TRECVID 2007
In TREC Video Retrieval Evaluation Online Proceedings - TRECVID, 2008

2007

Articles/Journal Papers

[bib] - M. Grzegorzek , I. Scholz , M. Reinhold , H. Niemann - Fast Training for Object Recognition with Structure-from-Motion
In Pattern Recognition and Image Analysis: Nauka/Interperiodica, 17(1), 2007, pages 87--92

Books

[bib] - M. Grzegorzek - Appearance-Based Statistical Object Recognition Including Color and Context Modeling
In Logos Verlag, 2007

Conference Papers

[bib] - E. Izquierdo , K. Chandramouli , M. Grzegorzek , T. Piatrik - K-Space Content Management and Retrieval System
In International Conference on Image Analysis and Processing, IEEE Computer Society, 2007, pages 131--136
[bib] - M. Grzegorzek , E. Izquierdo - Statistical 3D Object Classification and Localization with Context Modeling
In 15th European Signal Processing Conference, PTETiS, Poznan, 2007, pages 1585--1589
[bib] - D. Djordjevic , E. Izquierdo , M. Grzegorzek - User Driven Systems to Bridge the Semantic Gap
In 15th European Signal Processing Conference, PTETiS, Poznan, 2007, pages 718--722
[bib] - U. Damnjanovic , E. Izquierdo , M. Grzegorzek - Shot Boundary Detection Using Spectral Clustering
In 15th European Signal Processing Conference, PTETiS, Poznan, 2007, pages 1779--1783
[bib] - P. Praks , M. Grzegorzek , R. Moravec , L. Valek , E. Izquierdo - Wavelet and Eigen-Space Feature Extraction for Classification of Metallography Images
In European-Japanese Conference on Information Modeling and Knowledge Bases, Juvenes Print-TTY, Tampere, 2007, pages 193--202
[bib] - Q. Zhang , K. Chandramouli , D. Djordjevic , L. Dong , M. Grzegorzek , E. Izquierdo - Multimedia Management, Annotation, and Retrieval
In Multimedia Knowledge Management Workshop: Industry meets Academia, 2007

2005

Articles/Journal Papers

[bib] - M. Reinhold , M. Grzegorzek , J. Denzler , H. Niemann - Appearance-Based Recognition of 3-D Objects by Cluttered Background and Occlusions
In Pattern Recognition, 38(5), 2005, pages 739--753
[bib] - M. Grzegorzek , I. Scholz , M. Reinhold , H. Niemann - Fast Training for Object Recognition with Structure-from-Motion
In Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, 15(1), 2005, pages 183--186

Conference Papers

[bib] - M. Grzegorzek , H. Niemann - Statistical Object Recognition Including Color Modeling
In 2nd International Conference on Image Analysis and Recognition, Springer-Verlag, Berlin, Heidelberg, LNCS 3656, 2005, pages 481--489
[bib] - M. Grzegorzek , M. Reinhold , H. Niemann - Feature Extraction with Wavelet Transformation for Statistical Object Recognition
In 4th International Conference on Computer Recognition Systems, Springer-Verlag, Berlin, Heidelberg, 2005, pages 161--168
[bib] - K. Pasumarthy , M. Grzegorzek , J. Denzler , H. Niemann - Scene Exploration Using Bayesian Nets
In Proceedings of the 2005 International Conference on Intelligent Sensing and Information Processing, IEEE Computer Society, 2005, pages 205--210

2004

Conference Papers

[bib] - M. Grzegorzek , K. Pasumarthy , M. Reinhold , H. Niemann - Statistical Object Recognition for Multi-Object Scenes with Heterogeneous Background
In 4th Indian Conference on Computer Vision, Graphics and Image Processing, Allied Publishers Private Limited, Kolkata, 2004, pages 222--227
[bib] - M. Grzegorzek , I. Scholz , M. Reinhold , H. Niemann - Fast Training for Object Recognition with Structure-from-Motion
In 7th International Conference on Pattern Recognition and Image Analysis 2004: New Information Technologies, SPbETU, St. Petersburg, 2004, pages 231--234

2003

Conference Papers

[bib] - M. Grzegorzek , F. Deinzer , M. Reinhold , J. Denzler , H. Niemann - How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments
In Vision, Modeling, and Visualization 2003, Aka/IOS Press, Berlin, Amsterdam, 2003, pages 553--560

2002

Misc

[bib] - M. Grzegorzek - Blutgefaesssegmentierung in HRT-Bildern
In Master Thesis -- Silesian University of Technology and University of Erlangen-Nuremberg, 2002