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DAAD Deutscher Akademischer Austausch Dienst

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Prof. Dr.-Ing. Marcin Grzegorzek

Raum: 
H-F 012
Telefon: 
+49 (271) 740-3972
Anschrift: 

Universität Siegen
Lehrstuhl Pattern Recognition
57076 Siegen

Note: The list of publications contains only papers that have been published within the active period of the Research Training Group 1564, i.e. between Oct. 2009 and Oct. 2018.


2018

Artikel in Zeitschriften

[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] - M. Khan, J. Helsper, M. S. Farid, M. Grzegorzek - A Computer Vision-based System for Monitoring Vojta Therapy
In International Journal of Medical Informatics, 2018
[bib] - C. Yang, O. Flak, M. Grzegorzek - Representation and Matching of Team Managers: An Experimental Research
In IEEE Transactions on Computational Social Systems, 2018
[bib] - M. Grzegorzek, A. Gertych, G. Aumayr, E. Pietka - Trends in Active and Assisted Living Open Hardware Architecture, Human Data Interpretation, Intervention and Assistance
In Computers in Biology and Medicine,, 2018
[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]
[bib] - A. Delforouzi, S. A. H. Tabatabaei, K. Shirihama, M. Grzegorzek - A Polar Model for Fast Object Tracking in 360-degree Camera Images
In Multimedia Tools and Applications, 2018
[bib] - M. Khan, M. S. Farid, M. Grzegorzek - Spatiotemporal features of human motion for gait recognition
In Signal, Image and Video Processing, 2018, pages 1-9
[bib] - M. Khan, M. Schneider, M. S. Farid, M. Grzegorzek - Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model
In Sensors, 18(10), 2018
[bib] - A. Delforouzi, B. Pamarthi, M. Grzegorzek - Training-Based Methods for Comparison of Object Detection Methods for Visual Object Tracking
In Sensors, 2018
[bib] - S. A. H. Tabatabaei, A. Delforouzi, M. Khan, T. Wesener, M. Grzegorzek - Automatic Detection of the Cracks on the Concrete Railway Sleepers
In International Journal of Pattern Recognition and Artificial Intelligence, 2018

Gebundenes Druckwerk

[bib] - M. Grzegorzek, A. Gertych, G. Aumayr, E. Pietka - Special Issue on Active and Assisted Living. Computers in Biology and Medicine
In , 2018

Begutachtete Konferenzbeiträge

[bib] - D. Kroenert, A. Gruenewald, F. Li, M. Grzegorzek, R. Brueck - Sensor Headband for Emotion Recognition in a Virtual Reality Environment
In International Conference on Information Technologies in Biomedicine (ITIB), 2018
[bib] - M. Khan, M. S. Farid, M. Zahoor, M. Grzegorzek - Cross-View Gait Recognition Using Non-Linear View Transformations of Spatiotemporal Features
In 25th IEEE International Conference on Image Processing (ICIP), 2018, pages 773--777
[bib] - M. Khan, M. S. Farid, M. Zahoor, M. Grzegorzek - Using a generic model for codebook-based gait recognition algorithms
In International Workshop on Biometrics and Forensics (IWBF), 2018, pages 1-7

2017

Artikel in Zeitschriften

[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] - 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
[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
[bib] - F. Ebner, T. Fetzer, F. Deinzer, M. Grzegorzek - On Wi-Fi Model Optimizations for Smartphone-Based Indoor Localization
In ISPRS International Journal of Geo-Information, 2017

Bücher

[bib] - M. Grzegorzek - Sensor Data Understanding
In Logos Verlag Berlin GmbH, 2017

Begutachtete Konferenzbeiträge

[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
[bib] - A. Delforouzi, M. Grzegorzek - Robust and Fast Object Tracking for Challenging 360-degree Videos
In IEEE International Symposium on Multimedia (ISM 2017), 2017
[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
[bib] - T. Fetzer, F. Ebner, F. Deinzer, M. Grzegorzek - Recovering from Sample Impoverishment in Context of Indoor Localisation
In Indoor Positioning and Indoor Navigation (IPIN), International Conference on, 2017

2016

Artikel in Zeitschriften

[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
[bib] - J. Nuricumbo, H. Ali, Z. Marton, M. Grzegorzek - Improving Object Classification Robustness Using Adapative SVMs
In Multimedia Tools and Applications, 2016

Buchbeiträge

[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

Begutachtete Konferenzbeiträge

[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
[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
[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
[bib] - F. Ebner, T. Fetzer, M. Grzegorzek, F. Deinzer - On Prior Navigation Knowledge in Multi Sensor Indoor Localisation
In Information Fusion (FUSION), 19th International Conference on, 2016
[bib] - M. Grzegorzek - Medical Data Understanding
In International Conference on Information Systems Development, 2016
[bib] - M. Bugdol, A. Mitas, M. Grzegorzek, R. Meyer, C. Wilhelm - Human Activity Recognition Using Smartphone Sensors
In 5th International Conference on Information Technologies in Biomedicine (ITIB 2016), 2016

2015

Artikel in Zeitschriften

[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]
[bib] - J. Czajkowska, C. Feinen, M. Grzegorzek, M. Raspe, and R. Wickenhöfer - Skeleton Graph Matching vs. Maximum Weight Cliques Aorta Registration Techniques
In Computerized Medical Imaging and Graphics, 46(2), 2015, pages 142-152
[bib] - I. Zyout, J. Czajkowska, M. Grzegorzek - Multi-scale Textural Feature Extraction and Particle Swarm Optimization Based Model Selection for False Positive Reduction in Mammography
In Computerized Medical Imaging and Graphics, 2015

Buchbeiträge

[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)

Begutachtete Konferenzbeiträge

[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
[bib] - T. Fetzer, F. Ebner, L. Koeping, M. Grzegorzek, F. Deinzer - Multi Sensor 3D Indoor Localisation
In Indoor Positioning and Indoor Navigation (IPIN), International Conference on, 2015

2014

Artikel in Zeitschriften

[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

Buchbeiträge

[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

Begutachtete Konferenzbeiträge

[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

Verschiedenes

[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

Artikel in Zeitschriften

[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

Bücher

[bib] - M. Grzegorzek, C. Theobalt, R. Koch, A. Kolb - Time-of-Flight and Depth Imaging: Algorithms, Sensors and Applications
In Springer LNCS 8200, 2013

Gebundenes Druckwerk

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

Begutachtete Konferenzbeiträge

[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

Verschiedenes

[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

Begutachtete Konferenzbeiträge

[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

Verschiedenes

[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

Artikel in Zeitschriften

[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

Bücher

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

Buchbeiträge

[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 - [pdf]

Begutachtete Konferenzbeiträge

[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

Artikel in Zeitschriften

[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

Gebundenes Druckwerk

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

Begutachtete Konferenzbeiträge

[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

Begutachtete Konferenzbeiträge

[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

Artikel in Zeitschriften

[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

Buchbeiträge

[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

Begutachtete Konferenzbeiträge

[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

2007

Artikel in Zeitschriften

[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

Bücher

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

Begutachtete Konferenzbeiträge

[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

Artikel in Zeitschriften

[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

Begutachtete Konferenzbeiträge

[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

Begutachtete Konferenzbeiträge

[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

Begutachtete Konferenzbeiträge

[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

Verschiedenes

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