Journal Publications

  1. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Joint Modality Fusion and Temporal Context Exploitation for Semantic Video Analysis", EURASIP Journal on Advances in Signal Processing, vol. 2011, 2011.
  2. G. Th. Papadopoulos, C. Saathoff, H. J. Escalante, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "A Comparative Study of Object-level Spatial Context Techniques for Semantic Image Analysis", Computer Vision and Image Understanding, Elsevier, Vol. 115, No. 9, pp. 1288-1307, September 2011.
  3. S. Nikolopoulos, G. Th. Papadopoulos, I. Kompatsiaris and I. Patras, "Evidence Driven Image Interpretation by Combining Implicit and Explicit Knowledge in a Bayesian Network", IEEE Transactions on Systems, Man and Cybernetics – Part B: Cybernetics, Vol. 41, No. 5, pp. 1366-1381, October 2011.
  4. V. Mezaris, S. Gidaros, G. Th. Papadopoulos, W. Kasper, J. Steffen, R. Ordelman, M. Huijbregts, F. de Jong, I. Kompatsiaris and M. G. Strintzis, "A System for the Semantic Multimodal Analysis of News Audio-Visual Content", EURASIP Journal on Advances in Signal Processing, Vol. 2010, 2010.
  5. G. Th. Papadopoulos, A. Briassouli, V. Mezaris, I. Kompatsiaris and M. G. Strintzis: "Statistical Motion Information Extraction and Representation for Semantic Video Analysis", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 19, No. 10, pp. 1513-1528, October 2009.
  6. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis: "Combining Global and Local Information for Knowledge-Assisted Image Analysis and Classification", EURASIP Journal on Advances in Signal Processing, Special Issue on Knowledge-Assisted Media Analysis for Interactive Multimedia Applications, vol. 2007 (2007), Article ID 45842.
  7. G. Th. Papadopoulos, Ph. Mylonas, V. Mezaris, Y. Avrithis, I. Kompatsiaris: "Knowledge-Assisted Image Analysis Based on Context and Spatial Optimization", International Journal on Semantic Web and Information Systems, Vol. 2, Issue 3, pp. 17-36, July-September 2006.

Book Chapters

  1. Th. Athanasiadis, Ph. Mylonas, G. Th. Papadopoulos, V. Mezaris, Y. Avrithis, I. Kompatsiaris, M. G. Strintzis, "Knowledge Driven Segmentation and Classification", in Multimedia Semantics: Metadata, Analysis and Interaction, R. Troncy, B. Huet, S. Schenk (Editors), Wiley, accepted for publication.
  2. V. Mezaris, G. Th. Papadopoulos, A. Briassouli, I. Kompatsiaris, M. G. Strintzis: "Semantic Video Analysis and Understanding", in Encyclopedia of Information Science and Technology (2nd Edition), Mehdi Khosrow-Pour (Editor), vol. VII, pp. 3419-3425, IGI Global, October 2008.

Conference Publications

  1. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Probabilistic Combination of Spatial Context with Visual and Co-occurrence Information for Semantic Image Analysis", IEEE International Conference on Image Processing (ICIP 2010), pp. 3205-3208, Hong Kong Convention and Exhibition Centre, Hong Kong, September 2010.
  2. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "A Statistical Learning Approach to Spatial Context Exploitation for Semantic Image Analysis", 20th International Conference on Pattern Recognition (ICPR 2010), pp. 3138-3142, Istanbul, Turkey, August 2010.
  3. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Combining Multimodal and Temporal Contextual Information for Semantic Video Analysis", IEEE International Conference on Image Processing (ICIP 2009), pp. 4325-4328, Cairo, Egypt, November 2009.
  4. S. Nikolopoulos, G. Th. Papadopoulos, I. Kompatsiaris and I. Patras, "An evidence-driven probabilistic inference framework for semantic image understanding", 6th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM 2009), pp. 525-539, Leipzig, Germany, July 2009.
  5. G. Th. Papadopoulos, C. Saathoff, M. Grzegorzek, V. Mezaris, I. Kompatsiaris, S. Staab and M. G. Strintzis, "Comparative Evaluation of Spatial Context Techniques for Semantic Image Analysis", 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2009), pp. 161-164, London, UK, May 2009.
  6. T. Athanasiadis, N. Simou, G. Th. Papadopoulos, R. Benmokhtar, K. Chandramouli, V. Tzouvaras, V. Mezaris, M. Phiniketos, Y. Avrithis, Y. Kompatsiaris, B. Huet and E. Izquierdo, "Integrating Image Segmentation and Classification for Fuzzy Knowledge-based Multimedia Indexing", 15th International Multimedia Modeling Conference (MMM '09), Sophia-Antipolis, France, January 2009.
  7. G. Th. Papadopoulos, T. Athanasiadis, N. Simou, R. Benmokhtar, K. Chandramouli, V. Tzouvaras, V. Mezaris, M. Phiniketos, Y. Avrithis, Y. Kompatsiaris, B. Huet and E. Izquierdo, "Combining Segmentation and Classification Techniques for Fuzzy Knowledge-based Semantic Image Annotation", 3rd International Conference on Semantics And digital Media Technologies (SAMT '08), Poster and Demos research track, Koblenz, Germany, December 2008.
  8. G. Th. Papadopoulos, A. Briassouli, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Semantic Video Analysis Based on Estimation and Representation of Higher-Order Motion Statistics", 3rd International Workshop on Semantic Media Adaptation and Personalization (SMAP '08), pp. 21-26, Prague, Czech Republic, December 2008.
  9. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Estimation and Representation of Accumulated Motion Characteristics for Semantic Event Detection", IEEE International Conference on Image Processing, Workshop on Multimedia Information Retrieval (ICIP-MIR 2008), pp. 41-44, San Diego, California, USA, October 2008.
  10. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Accumulated Motion Energy Fields Estimation and Representation for Semantic Event Detection", Proc. International Conference on Image and Video Retrieval (CIVR 2008), Niagara Falls, Canada, July 2008.
  11. V. Mezaris, S. Gidaros, G. Th. Papadopoulos, W. Kasper, R. Ordelman, F.M.G. de Jong and I. Kompatsiaris, "Knowledge-assisted cross-media analysis of audio-visual content in the news domain", 6th International Workshop on Content-Based Multimedia Indexing (CBMI 2008), pp. 280-287, London, UK, July 2008.
  12. G. Th. Papadopoulos, K. Chandramouli, V. Mezaris, I. Kompatsiaris, E. Izquierdo and M.G. Strintzis, "A Comparative Study of Classification Techniques for Knowledge-Assisted Image Analysis", 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008), pp. 4-7, Klagenfurt, Austria, May 2008.
  13. G. Akrivas, G. Th. Papadopoulos, M. Douze, J. Heinecke, N. O’Connor, C. Saathoff and S. Waddington, "Knowledge-based Semantic Annotation and Retrieval of Multimedia Content", Proc. Second International Conference on Semantics and Digital Media Technologies (SAMT 2007), pp. 5-6, Genova, Italy, December 2007.
  14. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, "Ontology-Driven Semantic Video Analysis Using Visual Information Objects", Proc. Second International Conference on Semantics and Digital Media Technologies (SAMT 2007), pp. 56-69, Genova, Italy, December 2007.
  15. G. Th. Papadopoulos, V. Mezaris, I. Kompatsiaris and M. G. Strintzis: "Combining Content and Context Information for Semantic Image Analysis and Classification", 15th European Signal Processing Conference (EUSIPCO 2007), special session on The Semantic Gap in Visual Information Retrieval, pp. 708-712, Poznan, Poland, September 2007.
  16. G. Th. Papadopoulos, V. Mezaris, S. Dasiopoulou and I. Kompatsiaris: "Semantic Image Analysis Using a Learning Approach and Spatial Context", 1st International Conference on Semantics and Digital Media Technologies (SAMT, formely EWIMT), special session on Context-based Multimedia Analysis and Representation, pp. 199-211, Athens, Greece, December 2006.
  17. S. Dasiopoulou, G. Th. Papadopoulos, Ph. Mylonas, Y. Avrithis and I. Kompatsiaris: "Using Context and a Genetic Algorithm for Knowledge-Assisted Image Analysis", 1st International Conference on Semantics And digital Media Technologies (SAMT, formely EWIMT), Athens, Greece, 2006.
  18. G. Th. Papadopoulos, P. Panagi, S. Dasiopoulou, V. Mezaris and I. Kompatsiaris: "A Learning Approach to Semantic Image Analysis", 2nd International Mobile Multimedia Communications Conference (Mobimedia, formely MSAN), K-Space special session on Automatic Annotation and Retrieval of Multimedia Content, Alghero, Sardinia, Italy, September 2006.
  19. P. Panagi, S. Dasiopoulou, G. Th. Papadopoulos, I. Kompatsiaris and M.G. Strintzis: "A Genetic Algorithm Approach to Ontology-Driven Semantic Image Analysis", 3rd IEE International Conference of Visual Information Engineering (VIE), K-Space Research on Semantic Multimedia Analysis for Annotation and Retrieval special session, Bangalore, India, 2006.

Theses

  1. "Semantic multimedia content analysis using machine learning techniques", Ph.D. Thesis, Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, March 2011 (in Greek).
  2. "Semantic multimedia analysis with the use of knowledge (ontologies)", Diploma Thesis, Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, November 2005.

COPYRIGHT NOTICE

The downloadable publications on this web site are presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.