| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Bloehdorn, S., Petridis, K., Saathoff, C., Simou, N., Tzouvaras, V., Avrithis, Y., Handschuh, S., Kompatsiaris, Y., Staab, S. & Strintzis, M. G. | Semantic Annotation of Images and Videos for Multimedia Analysis [BibTeX] |
2005 | The Semantic Web: Research and Applications: Proceedings of the Second European Semantic Web Conference, ESWC 2005, Heraklion, Crete, Greece, May 29-June 1, 2005 | inproceedings | URL |
BibTeX:
@inproceedings{bloehdorn05semanticannotation,
author = {Stephan Bloehdorn and Kosmas Petridis and Carsten Saathoff and Nikos Simou and Vassilis Tzouvaras and Yannis Avrithis and Siegfried Handschuh and Yiannis Kompatsiaris and Steffen Staab and Michael G. Strintzis},
title = {Semantic Annotation of Images and Videos for Multimedia Analysis},
booktitle = {The Semantic Web: Research and Applications: Proceedings of the Second European Semantic Web Conference, ESWC 2005, Heraklion, Crete, Greece, May 29-June 1, 2005},
publisher = {Springer, Berlin--Heidelberg, Germany},
year = {2005},
volume = {3532},
pages = {592-607},
url = {http://dx.doi.org/10.1007/11431053_40}
}
|
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| Bloehdorn, S., Petridis, K., Saathoff, C., Simou, N., Tzouvaras, V., Avrithis, Y., Handschuh, S., Kompatsiaris, Y., Staab, S. & Strintzis, M. G. | Semantic Annotation of Images and Videos for Multimedia Analysis | 2005 | The Semantic Web: Research and Applications: Proceedings of the Second European Semantic Web Conference, ESWC 2005, Heraklion, Crete, Greece, May 29-June 1, 2005 | inproceedings | URL |
| Abstract: Annotations of multimedia documents typically have been pursued in two different directions. Either previous approaches have focused on low level descriptors, such as dominant color, or they have focused on the content dimension and corresponding annotations, such as person or vehicle. In this paper, we present a software environment to bridge between the two directions. M-OntoMat-Annotizer allows for linking low level MPEG-7 visual descriptions to conventional Semantic Web ontologies and annotations. We use M-OntoMat- Annotizer in order to construct ontologies that include prototypical instances of high-level domain concepts together with a formal specification of corresponding visual descriptors. Thus, we formalize the interrelationship of high- and low-level multimedia concept descriptions allowing for new kinds of multimedia content analysis and reasoning. | |||||
BibTeX:
@inproceedings{Bloehdorn2005Semantic,
author = {Stephan Bloehdorn and Kosmas Petridis and Carsten Saathoff and Nikos Simou and Vassilis Tzouvaras and Yannis Avrithis and Siegfried Handschuh and Yiannis Kompatsiaris and Steffen Staab and Michael G. Strintzis},
title = {Semantic Annotation of Images and Videos for Multimedia Analysis},
booktitle = {The Semantic Web: Research and Applications: Proceedings of the Second European Semantic Web Conference, ESWC 2005, Heraklion, Crete, Greece, May 29-June 1, 2005},
publisher = {Springer, Berlin--Heidelberg, Germany},
year = {2005},
volume = {3532},
pages = {592-607},
url = {http://dx.doi.org/10.1007/11431053_40}
}
|
|||||
| Bloehdorn, S., Petridis, K., Simou, N., Tzouvaras, V., Avrithis, Y., Handschuh, S., Kompatsiaris, Y., Staab, S. & Strintzis, M. G. | Knowledge Representation for Semantic Multimedia Content Analysis and Reasoning [BibTeX] |
2004 | Proceedings of the European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT) | inproceedings | |
BibTeX:
@inproceedings{bloehdorn04semanticmultimedia,
author = {Stephan Bloehdorn and Kosmas Petridis and Nikos Simou and Vassilis Tzouvaras and Yannis Avrithis and Siegfried Handschuh and Yiannis Kompatsiaris and Steffen Staab and Michael G. Strintzis},
title = {Knowledge Representation for Semantic Multimedia Content Analysis and Reasoning},
booktitle = {Proceedings of the European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT)},
year = {2004}
}
|
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| Kosmopoulos, D. I., Petridis, S., Pratikakis, I., Gatos, V., Perantonis, S. J., Karkaletsis, V. & Paliouras, G. | Knowledge Acquisition from Multimedia Content using an Evolution Framework. [BibTeX] |
2006 | AIAI | inproceedings | URL |
BibTeX:
@inproceedings{conf/ifip12/KosmopoulosPPGPKP06,
author = {Dimitrios I. Kosmopoulos and Sergios Petridis and Ioannis Pratikakis and V. Gatos and Stavros J. Perantonis and Vangelis Karkaletsis and Georgios Paliouras},
title = {Knowledge Acquisition from Multimedia Content using an Evolution Framework.},
booktitle = {AIAI},
publisher = {Springer},
year = {2006},
volume = {204},
pages = {557-565},
url = {http://dblp.uni-trier.de/db/conf/ifip12/aiai2006.html#KosmopoulosPPGPKP06}
}
|
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| Petridis, K., Bloehdorn, S., Saathoff, C., Simou, N., Dasiopoulou, S., Tzouvaras, V., Handschuh, S., Avrithis, Y., Kompatsiaris, Y. & Staab, S. | Knowledge Representation and Semantic Annotation of Multimedia Content [BibTeX] |
2006 | IEE Proceedings on Vision, Image and Signal Processing - Special issue on the Integration of Knowledge, Semantics and Digital Media Technology | article | |
BibTeX:
@article{petridis06multimedia,
author = {Kosmas Petridis and Stephan Bloehdorn and Carsten Saathoff and Nikos Simou and Stamatia Dasiopoulou and Vassilis Tzouvaras and Siegfried Handschuh and Yannis Avrithis and Yiannis Kompatsiaris and Steffen Staab},
title = {Knowledge Representation and Semantic Annotation of Multimedia Content},
journal = {IEE Proceedings on Vision, Image and Signal Processing - Special issue on the Integration of Knowledge, Semantics and Digital Media Technology},
year = {2006},
volume = {153},
number = {3},
pages = {255-262}
}
|
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| Petridis, K., Bloehdorn, S., Saathoff, C., Simou, N., Dasiopoulou, S., Tzouvaras, V., Handschuh, S., Avrithis, Y., Kompatsiaris, Y. & Staab, S. | Knowledge Representation and Semantic Annotation of Multimedia Content | 2006 | IEE Proceedings on Vision, Image and Signal Processing - Special issue on the Integration of Knowledge, Semantics and Digital Media Technology | article | |
| Abstract: Knowledge representation and annotation of multimedia documents typically have been pursued in two different directions. Previous approaches have focused either on low level descriptors, such as dominant color, or on the semantic content dimension and corresponding manual annotations, such as person or vehicle. In this paper, we present a knowledge infrastructure and a experimentation platform for semantic annotation to bridge the two directions. Ontologies are being extended and enriched to include low-level audiovisual features and descriptors. Additionally, we present a tool that allows for linking low-level MPEG- 7 visual descriptions to ontologies and annotations. This way we construct ontologies that include prototypical instances of high-level domain concepts together with a formal specification of the corresponding visual descriptors. This infrastructure is exploited by a knowledge-assisted analysis framework that may handle problems like segmentation, tracking, feature extraction and matching in order to classify scenes, identify and label objects, thus automatically create the associated semantic metadata. | |||||
BibTeX:
@article{Petridis2006Knowledge,
author = {Kosmas Petridis and Stephan Bloehdorn and Carsten Saathoff and Nikos Simou and Stamatia Dasiopoulou and Vassilis Tzouvaras and Siegfried Handschuh and Yannis Avrithis and Yiannis Kompatsiaris and Steffen Staab},
title = {Knowledge Representation and Semantic Annotation of Multimedia Content},
journal = {IEE Proceedings on Vision, Image and Signal Processing - Special issue on the Integration of Knowledge, Semantics and Digital Media Technology},
year = {2006},
volume = {153},
number = {3},
pages = {255-262}
}
|
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| Petridis, S., Geyer, C. & Singh, S. | Learning to Detect Aircraft at Low Resolutions. [BibTeX] |
2008 | ICVS | inproceedings | URL |
BibTeX:
@inproceedings{conf/icvs/PetridisGS08,
author = {Stavros Petridis and Christopher Geyer and Sanjiv Singh},
title = {Learning to Detect Aircraft at Low Resolutions.},
booktitle = {ICVS},
publisher = {Springer},
year = {2008},
volume = {5008},
pages = {474-483},
url = {http://dblp.uni-trier.de/db/conf/icvs/icvs2008.html#PetridisGS08}
}
|
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| Petridis, V. & Kaburlasos, V. G. | Fuzzy lattice neural network (FLNN): a hybrid model for learning. [BibTeX] |
1998 | IEEE Transactions on Neural Networks | article | URL |
BibTeX:
@article{journals/tnn/PetridisK98,
author = {Vassilios Petridis and Vassilis G. Kaburlasos},
title = {Fuzzy lattice neural network (FLNN): a hybrid model for learning.},
journal = {IEEE Transactions on Neural Networks},
year = {1998},
volume = {9},
number = {5},
pages = {877-890},
url = {http://dblp.uni-trier.de/db/journals/tnn/tnn9.html#PetridisK98}
}
|
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| Petridis, V. & Syrris, V. | Machine Learning Techniques for Environmental Data Estimation. [BibTeX] |
2007 | Computational Intelligence Based on Lattice Theory | incollection | URL |
BibTeX:
@incollection{series/sci/PetridisS07,
author = {Vassilios Petridis and Vassilis Syrris},
title = {Machine Learning Techniques for Environmental Data Estimation.},
booktitle = {Computational Intelligence Based on Lattice Theory},
publisher = {Springer},
year = {2007},
volume = {67},
pages = {195-214},
url = {http://dblp.uni-trier.de/db/series/sci/sci67.html#PetridisS07}
}
|
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| Thornley, D. & Petridis, S. | Decoding Trace Peak Behaviour - A Neuro-Fuzzy Approach. [BibTeX] |
2007 | FUZZ-IEEE | inproceedings | URL |
BibTeX:
@inproceedings{conf/fuzzIEEE/ThornleyP07,
author = {David Thornley and Stavros Petridis},
title = {Decoding Trace Peak Behaviour - A Neuro-Fuzzy Approach.},
booktitle = {FUZZ-IEEE},
publisher = {IEEE},
year = {2007},
pages = {1-6},
url = {http://dblp.uni-trier.de/db/conf/fuzzIEEE/fuzzIEEE2007.html#ThornleyP07}
}
|
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