Publications | IVA
Image and Video Analysis
Publications
2009

Journals

P. Tzouveli, N. Simou, G. Stamou, S. Kollias. Semantic Classification of Byzantine Icons. In IEEE Intelligent Systems, vol 24, no. 2, pp. 35-43, March, April 2009.
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N. Simou, Th. Athanasiadis, S. Kollias, G. Stamou. Semantic Adaptation of Neural Network Classifiers in Image Segmentation. In Neural Network World, vol 19, no. 5, pp. 561-579, October 2009.
[ Abstract ] [ Bibtex ] [ PDF ]
2008

Conferences

N. Simou, Th. Athanasiadis, S. Kollias, G. Stamou, A. Stafylopatis. Semantic Adaptation of Neural Network Classifiers in Image Segmentation. In Proceedings of 18th International Conference on Artificial Neural Networks (ICANN 2008), Prague, Czech Republic, September 2008.
[ Abstract ] [ Bibtex ] [ PDF ]
P. Tzouveli, N. Simou, G. Stamou, S. Kollias, D. Kalomoirakis, G. Foukaneli, N. Fyssas. Sacred Figure Recognition based on Byzantine Iconography Knowledge. In Proceedings of Conference on Digital Heritage in the new knowledge environment: shared spaces & open paths to cultural content, Athens, Greece, November 2008.
[ Bibtex ]
2005

Conferences

N. Simou, V. Tzouvaras, Y. Avrithis, G. Stamou, S. Kollias. A Visual Descriptor Ontology for Multimedia Reasoning. In Proceedings of Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2005), Montreux, Switzerland, April 2005.
[ Abstract ] [ Bibtex ] [ PDF ]
E. Spyrou, G. Stamou, Y. Avrithis, S. Kollias. Fuzzy Support Vector Machines for Image Classification fusing MPEG-7 Visual Descriptors. In Proceedings of 2nd European Workshop on the Integration of Knowledge,Semantic, and Digital Media Techniques (EWIMT 2005), London, UK, November 2005.
[ Abstract ] [ Bibtex ] [ PDF ]

Book Chapters

M. Wallace, Y. Avrithis, G. Stamou, S. Kollias. Knowledge-based Multimedia Content Indexing and Retrieval. In Multimedia Content and Semantic Web: Methods, Standards and Tools, Stamou G., Kollias S. (Eds.), Wiley, August 2005.
[ Abstract ] [ Bibtex ] [ PDF ]
2004

Journals

P. Maragos, A. Sofou, G.B. Stamou, V. Tzouvaras, E. Papatheodorou, G.P. Stamou. Image Analysis of Soil Micromorphology: Feature Extraction, Segmentation and Quality Inferrence. In Journal on Applied Signal Processing, September 2004.
[ Abstract ] [ Bibtex ]
G. Akrivas, G. B. Stamou, S. Kollias. Semantic Association of Multimedia Document Descriptions through Fuzzy Relational Algebra and Fuzzy Reasoning. In IEEE Transactions on Systems, Man, and Cybernetics, vol 34, no. 2, March 2004.
[ Abstract ] [ Bibtex ] [ PDF ]

Conferences

M. Wallace, Th. Athanasiadis, Y. Avrithis, G. Stamou, S. Kollias. A mediator system for hetero-lingual audiovisual content. In Proceedings of International Conference on Multi-platform e-Publishing, Athens, Greece, November 2004.
[ Abstract ] [ Bibtex ] [ PDF ]
2003

Journals

Y. Avrithis, G. Stamou, M. Wallace, F. Marques, P. Salembier, X. Giro, W. Haas, H. Vallant, M. Zufferey. Unified Access to Heterogeneous Audiovisual Archives. In Journal of Universal Computer Science, vol 9, no. 6, pp. 510-519, June 2003.
[ Abstract ] [ Bibtex ] [ PDF ]

Conferences

M. Wallace, G. Akrivas, G. Stamou. Automatic Thematic Categorization of Documents Using a Fuzzy Taxonomy and Fuzzy Hierarchical Clustering. In Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2003), St. Liouis, MO, USA, May 2003.
[ Abstract ] [ Bibtex ] [ PDF ]
G. Stamou, Y. Avrithis, S. Kollias, F. Marques, P. Salembier. Semantic Unification of Heterogenous Multimedia Archives. In Proceedings of 4th European Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2003), London, UK, April 2003.
[ Abstract ] [ Bibtex ] [ PDF ]
Y. Avrithis, G. Stamou, M. Wallace, F. Marques, P. Salembier, X. Giro, Haas W., H. Vallant, M. Zufferey. Unified Access to Heterogeneous Audiovisual Archives. In Proceedings of 3rd International Conference on Knowledge Management (I-KNOW 2003), Graz, Austria, July 2003.
[ Abstract ] [ Bibtex ] [ PDF ]
2002

Conferences

G. Akrivas, M. Wallace, G. Andreou, G. Stamou, S. Kollias. Context - Sensitive Semantic Query Expansion. In Proceedings of IEEE International Conference on Artificial Intelligence Systems (ICAIS 2002), Divnomorskoe, Russia, September 2002.
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G. Akrivas, M. Wallace, G. Stamou, S. Kollias. Context - Sensitive Query Expansion Based on Fuzzy Clustering of Index Terms. In Proceedings of Flexible Query Answering Systems (FQAS 2002), Copenhagen, Denmark, October 2002.
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Y. Avrithis, G. Stamou, A. Delopoulos, S. Kollias. Intelligent Semantic Access to Audiovisual Content. In Proceedings of 2nd Hellenic Conference on Artificial Intelligence (SETN 2002), Thessaloniki, Greece, April 2002.
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G. Tsechpenakis, G. Akrivas, G. Andreou, G. Stamou, S. Kollias. Knowledge - Assisted Video Analysis and Object Detection. In Proceedings of European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (EUNITE 2002), Algarve, Portugal, September 2002.
[ Abstract ] [ Bibtex ] [ PDF ]
M. Wallace, G. Akrivas, G. Stamou, S. Kollias. Representation of user preferences and adaptation to context in multimedia content-based retrieval. In Proceedings of Workshop on Multimedia Semantics, Theory and Practice of Informatics (SOFSEM 2002), Milovy, Czech Republic, November 2002.
[ Abstract ] [ Bibtex ] [ PDF ]

Book Chapters

G. Akrivas, M. Wallace, G. Stamou, S. Kollias. Context - Sensitive Query Expansion Based on Fuzzy Clustering of Index Terms. In Flexible Query Answering Systems, Andreasen T., Motro A., Christiansen H., Larsen H.L. (Eds.), Springer, July 2002.
[ Abstract ] [ Bibtex ] [ PDF ]
S. Ioannou, Y. Avrithis, G. Stamou, S. Kollias. Fuzzy Data Fusion For Multiple Cue Image And Video Segmentation. In Fuzzy Technologies and Applications, E. Kerre (Eds.), Springer-Verlag, May 2002.
[ Abstract ] [ Bibtex ]
Y. Avrithis, G. Stamou, A. Delopoulos, S. Kollias. Intelligent Semantic Access to Audiovisual Content. In Lecture Notes in Artificial Intelligence, Springer-Verlag, pp. 215-224, April 2002.
[ Abstract ] [ Bibtex ] [ PDF ]
2001

Conferences

G. Akrivas, G. Stamou. Fuzzy semantic association of audiovisual document descriptions. In Proceedings of Int. Workshop on Very Low Bitrate Video Coding (VLBV 2001), October 2001.
[ Abstract ] [ Bibtex ] [ PDF ]
Y. Avrithis, G. Stamou. FAETHON: Unified Intelligent Access to Heterogeneous Audiovisual Content. In Proceedings of Int. Workshop on Very Low Bitrate Video Coding (VLBV 2001), Athens, Greece, October 2001.
[ Abstract ] [ Bibtex ] [ PDF ]