My research is in the field of content-based image retrieval (CBIR). Specifically, I am interested in applying knowledge gained from an understanding of the human visual system to challenges faced by CBIR systems. More recent work has applied cognitive and neurophysiological models to cyber security.

For more information on my current research please view my Curriculum Vitae (CV — temporarily offline, please contact me for a copy).

Please note that in most cases the publications posted here are the submitted manuscripts that were accepted for publication, not the final typeset versions. Refer to the citations to find the final, published papers. I maintain an article that may help. Also, please be aware of the copyright notice at the bottom of this page.

Ph.D. dissertation

1. Mayron, L.M., “Image Retrieval Using Visual Attention“, Florida Atlantic University, May 2008.
   @PHDTHESIS{mayron:phd,
author = {Mayron, L.M.},
title = {Image Retrieval Using Visual Attention},
school = {Florida Atlantic University},
year = {2008},
month = {May}
}

Refereed journal papers

1. Marques, O.; Mayron, L.M.; Borba, G.B. & Gamba, H.R., “An attention-driven model for grouping similar images with image retrieval applications“, EURASIP Journal on Advances in Signal Processing, Special Issue on Image Perception, 2007, Article ID 43450, 17 pages. @ARTICLE{marques:eurasip2007,
author = {Marques, Oge and Mayron, Liam M. and Borba, Gustavo B. and Gamba, Humberto R.},
title = {An Attention-Driven Model for Grouping Similar Images with Image Retrieval Applications},
journal = {EURASIP Journal on Advances in Signal Processing},
year = {2007},
volume = {2007},
pages = {Article ID 43450, 17 pages},
note = {doi:10.1155/2007/43450}
}
2. Marques, O. & Mayron, L.M., “How Can the Semantic Web Improve the Acquisition and Sharing of Knowledge?“, International Journal of Technology, Knowledge and Society, 2006, volume 2, issue 3, pages 129-142. @ARTICLE{marques:ijtks2006,
title = {How can the semantic web improve the acquisition and sharing of knowledge},
journal = {International Journal of Technology, Knowledge and Society},
year = {2006},
volume = {2.3},
pages = {129-142}
}

Refereed conference papers

1. Mayron, L. M.; Bahr, G. S.; Balaban, C.; Bell, M.; Ford, R.; Fox, K. L.; Henning, R. R. & Smith, W. B. “A hybrid cognitive-neurophysiological approach to resilient cyber security“, The 2010 Military Communications Conference – Unclassified Program – Cyber Security and Network Management (MILCOM 2010-CSNM), October 2010, San Jose, California.
   @INPROCEEDINGS{mayron:milcom2010,
author = {Liam M Mayron and Gisela Susanne Bahr and Carey Balaban and Matthew
Bell and Richard Ford and Kevin L Fox and Ronda R Henning and Wayne
B Smith},
title = {A hybrid cognitive-neurophysiological approach to resilient cyber
security},
booktitle = {The 2010 Military Communications Conference - Unclassified Program
- Cyber Security and Network Management (MILCOM 2010-CSNM)},
year = {2010},
address = {San Jose, California, USA},
month = {10}
days = {31}
}

2. Allen, J. D., Liu, X., Mayron, L. M., & Mio, W. “On Generalization Performance of Classifiers for Steganalysis”, Proceedings of the 6th Annual Workshop on Cyber Security and Information Intelligence Research, April 2010, Oak Ridge, Tennessee.
   @CONFERENCE{allen:csiirw2010,
author = {Josef D. Allen and Xiuwen Liu and Liam M. Mayron and Washington Mio},
title = {On Generalization Performance of Classifiers for Steganalysis},
booktitle = {Proceedings of the 6th Annual Workshop on Cyber Security and Information
Intelligence Research},
year = {2010},
series = {CSIIRW '10},
location = {Oak Ridge, Tennessee},
numpages = {4},
publisher = {ACM},
address = {New York, NY, USA}
}

3. Borba, G. B., Gamba, H. R., Marques, O. & Mayron, L. M. “Extraction of salient regions of interest using visual attention models”, Multimedia Content Access: Algorithms and Systems III, SPIE, 2009, January 2009, San Jose, California.
   @CONFERENCE{borba:spie2009,
author = {Gustavo B. Borba and Humberto R. Gamba and Oge Marques and Liam M. Mayron},
title = {Extraction of salient regions of interest using visual attention models},
year = {2009},
editor = {Raimondo Schettini and Ramesh C. Jain and Simone Santini},
volume = {7255},
number = {1},
pages = {725508},
publisher = {SPIE},
doi = {10.1117/12.807677},
eid = {725508},
journal = {Multimedia Content Access: Algorithms and Systems III},
location = {San Jose, CA, USA},
numpages = {12},
url = {http://link.aip.org/link/?PSI/7255/725508/1}
}

4. Mayron, L. M. & Marques, O. “Using a game to evaluate image retrieval, organization, and annotation”, First ICIP Workshop on “Multimedia Information Retrieval: New Trends and Challenges”, co-located with IEEE International Conference on Image Processing (ICIP) 2008, October 12-15, 2008, San Diego, California.
   @INPROCEEDINGS{mayron:icip2008,
author = {Liam M. Mayron and Oge Marques},
title = {Using a game to evaluate image retrieval, organization, and annotation},
booktitle = {ICIP Workshop on "Multimedia Information Retrieval: New Trends and Challenges"},
year = {2008},
address = {San Diego, California},
month = {October}
}

5. Fonseca, A.; Mayron, L. M.; Socek, D. & Marques, O. “Design and Implementation of an Optical Flow-Based Autonomous Video Surveillance System”, EuroIMSA 2008, March 17-19, 2008, Innsbruck, Austria.
   @INPROCEEDINGS{fonseca:euroimsa2008,
author = {Alvaro Fonseca and Liam M. Mayron and Daniel Socek and Oge Marques},
title = {Design and Implementation of an Optical Flow-Based Autonomous Video Surveillance System},
booktitle = {EuroIMSA 2008},
year = {2008},
address = {Innsbruck, Austria},
month = {March}
}
6. Pertuz, C.; Mayron, L. M.; Socek, D. & Marques, O. “A model for detecting and tracking humans using appearance, shape, and motion”, EuroIMSA 2008, March 17-19, 2008, Innsbruck, Austria.
   @INPROCEEDINGS{pertuz:euroimsa2008,
author = {Carlos Pertuz and Liam M. Mayron and Daniel Socek and Oge Marques},
title = {A model for detecting and tracking humans using appearance, shape, and motion},
booktitle = {EuroIMSA 2008},
year = {2008},
address = {Innsbruck, Austria},
month = {March}
}
7. Marques, O.; Fonseca, A. & Mayron, L. M. “An Intelligent Multimedia Traffic Classifier with Security Applications“, IEEE SoutheastCon 2007, March 22-25, 2007, Richmond, VA.
   @INPROCEEDINGS{marques:souteastcon2007,
author = {Oge Marques and Alvaro Fonseca and Liam M. Mayron},
title = {An Intelligent Multimedia Traffic Classifier with Security Applications},
booktitle = {IEEE SoutheastCon 2007},
year = {2007},
address = {Richmond, VA},
month = {March}
}
8. Borba, G. B.; Gamba, H. R.; Mayron, L. M. & Marques, O. “Integrated global and object-based image retrieval using a multiple examples query schema“, International Conference on Computer Vision Theory and Applications (VISAPP), March 8-11, 2007, Barcelona, Spain.
   @INPROCEEDINGS{borba:visapp2007,
author = {Gustavo B Borba and Humberto R Gamba and Liam M Mayron and Oge Marques},
title = {Integrated global and object-based image retrieval using a multiple
examples query schema},
booktitle = {International Conference on Computer Vision Theory and Applications
(VISAPP)},
year = {2007},
address = {Barcelona, Spain},
month = {March}
}
9. Marques, O.; Mayron, L. M.; Socek, D.; Borba, G. B. & Gamba, H. R. “An attention-based method for extracting salient regions of interest from stereo images“, International Conference on Computer Vision Theory and Applications (VISAPP), March 8-11, 2007, Barcelona, Spain.
   @INPROCEEDINGS{marques:visapp2007,
author = {Oge Marques and Liam M Mayron and Daniel Socek and Gustavo B Borba
and Humberto R Gamba},
title = {An attention-based method for extracting salient regions of interest
from stereo images},
booktitle = {International Conference on Computer Vision Theory and Applications
(VISAPP)},
year = {2007},
address = {Barcelona, Spain},
month = {March}
}
10. Mayron, L. M. & Marques, O. “Design of a web-based interface for image retrieval“, International Conference on Web Information Systems and Technologies (WEBIST), March 3-6, 2007, Barcelona, Spain.
    @INPROCEEDINGS{mayron:webist2007,
author = {Liam M Mayron and Oge Marques},
title = {Design of a web-based interface for image retrieval},
booktitle = {International Conference on Web Information Systems and Technologies
(WEBIST)},
year = {2007},
address = {Barcelona, Spain},
month = {March}
}
11. Mayron, L. M.; Borba, G. B.; Nedovic, V.; Marques, O. & Gamba, H. R. “A forward-looking user interface for CBIR and CFIR systems“, IEEE International Symposium on Multimedia (ISM2006), December 11-13, 2006, San Diego, CA.
    @INPROCEEDINGS{mayron:ism2006,
author = {Liam M Mayron and Gustavo B Borba and Vladimir Nedovic and Oge Marques
and Humberto R Gamba},
title = {A forward-looking user interface for CBIR and CFIR systems},
booktitle = {IEEE International Symposium on Multimedia (ISM) 2006},
year = {2006},
address = {San Diego, CA, USA},
month = {December},
}
12. Marques, O.; Auger, P. & Mayron, L. M. “SimViKi: a tool for the simulation of secure video communication systems“, IASTED International Conference on Communications, Internet, and Information Technology (CIIT) 2006, November 29 – December 1, 2006, St Thomas, US Virgin Islands.
    @INPROCEEDINGS{marques:ciit2006,
author = {Oge Marques and Phillip Auger and Liam M Mayron},
title = {SimViKi: a tool for the simulation of secure video communication systems},
booktitle = {IASTED International Conference on Communications, Internet, and
Information Technology (CIIT) 2006},
year = {2006},
address = {St Thomas, US Virgin Islands},
month = {November},
}
13. Marques, O.; Auger, P. & Mayron, L. M. “Assessing contemporary issues in secure video communication systems“, International Symposium on System and Information Security (SSI) 2006, November 8-10, 2006, Sao Jose dos Campos, Sao Paulo, Brazil.
    @INPROCEEDINGS{marques:ssi2006,
author = {Oge Marques and Phillip Auger and Liam M Mayron},
title = {Assessing contemporary issues in secure video communication systems},
booktitle = {International Symposium on System and Information Security (SSI)
2006},
year = {2006},
address = {Sao Jose dos Campos, Sao Paulo, Brazil},
month = {November},
}
14. Borba, G. B.; Gamba, H. R.; Marques, O. & Mayron, L. M. “An unsupervised method for clustering images based on their salient regions of interest“, The 2006 ACM Multimedia Conference, October 22-27, 2006, Santa Barbara, CA.
    @INPROCEEDINGS{borba:acmmm2006,
author = {Gustavo B Borba and Humberto R Gamba and Oge Marques and Liam M Mayron},
title = {An unsupervised method for clustering images based on their salient
regions of interest}, booktitle = {The 2006 ACM Multimedia Conference},
year = {2006},
address = {Santa Barbara, CA, USA},
month = {October},
}
15. Christodoulou, L.; Mayron, L. M.; Kalva, H.; Marques, O. & Furht, B. “3D TV Using MPEG-2 and H.264 View Coding and Autostereoscopic Displays“, The 2006 ACM Multimedia Conference, October 22-27, 2006, Santa Barbara, CA.@INPROCEEDINGS{christodoulou:acmmm2006,
author = {Lakis Christodoulou and Liam M. Mayron and Hari Kalva and Oge Marques
and Borko Furht},
title = {3D TV Using MPEG-2 and H.264 View Coding and Autostereoscopic Displays3D
TV Using MPEG-2 and H.264 View Coding and Autostereoscopic Display},
booktitle = {The 2006 ACM Multimedia Conference},
year = {2006},
address = {Santa Barbara, CA, USA},
month = {October},
}
16. Kalva, H.; Christodoulou, L.; Mayron, L. M.; Marques, O. & Furht, B. “Challenges and opportunities in video coding for 3D TV “, Special Session on “3-D TV: Primed for Success?”, IEEE International Conference on Multimedia & Expo (ICME) 2006, July 9-12, 2006, Toronto, Canada. @INPROCEEDINGS{kalva:icme2006,
author = {Hari Kalva and Lakis Christodoulou and Liam M Mayron and Oge Marques
and Borko Furht},
title = {Challenges and opportunities in video coding for 3D TV},
booktitle = {Special Session on “3-D TV: Primed for Success?”, IEEE International
Conference on Multimedia \& Expo (ICME 2006)},
year = {2006},
address = {Toronto, Canada},
month = {July},
}
17. Marques, O.; Mayron, L. M.; Borba, G. B. & Gamba, H. R. “On the potential of incorporating knowledge of human visual attention into CBIR systems“, Special Session on Perceptual Visual Processing, IEEE International Conference on Multimedia & Expo (ICME) 2006, July 9-12, 2006, Toronto, Canada. @INPROCEEDINGS{marques:icme2006,
author = {Oge Marques and Liam M Mayron and Gustavo B Borba and Humberto R
Gamba},
title = {On the potential of incorporating knowledge of human visual attention
into CBIR systems},
booktitle = {Special Session on Perceptual Visual Processing, IEEE International
Conference on Multimedia \& Expo (ICME 2006)},
year = {2006},
address = {Toronto, Canada},
month = {July},
}
18. Christodoulou, L.; Mayron, L. M.; Kalva, H.; Marques, O. & Furht, B. “Design and Evaluation of 3D Video System Based on H.264 View Coding“, International Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV 2006), Newport, Rhode Island, May 22–23, 2006. @INPROCEEDINGS{christodoulou:nossdav2006,
author = {Lakis Christodoulou and Liam M Mayron and Hari Kalva and Oge Marques
and Borko Furht},
title = {Design and evaluation of a 3D video system based on H.264 view coding},
booktitle = {International Workshop on Network and Operating Systems Support for
Digital Audio and Video (NOSSDAV 2006)},
year = {2006},
address = {Newport, Rhode Island, USA},
month = {May},
}
19. Marques, O.; Mayron, L. M.; Borba, G. B. & Gamba, H. R. “Using visual attention to extract regions of interest in the context of image retrieval“, 44th ACM Southeast Conference (ACMSE2006), Melbourne, FL, USA, March 10-12, 2006. @INPROCEEDINGS{marques:acmse2006,
author = {Oge Marques and Liam M Mayron and Gustavo B Borba and Humberto R
Gamba},
title = {Using visual attention to extract regions of interest in the context
of image retrieval},
booktitle = {44th ACM Southeast Conference (ACMSE2006)},
year = {2006},
address = {Melbourne, FL, USA},
}

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