.: SELECTED PUBLICATIONS

 .: Machine Learning

Chatzis S., Kosmopoulos D., Varvarigou T., Signal Modeling and Classification Using a Robust Latent Space Model based on Student t  Distributions, IEEE  Transactions on Signal Processing, Vol 56, No 3, p. 949-963, 2008 [abstract][pdf]

Chatzis S., Kosmopoulos D., Varvarigou T., Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model, IEEE  Transactions on Pattern Analysis and Machine Intelligence, 31(9), pp. 1657-1669, 2009 [abstract][pdf]

 

 .: Computer Vision

Kosmopoulos D., Doulamis A., Makris A., N. Doulamis, Chatzis S , Middleton S., Vision-based production of personalised video, Signal Processing: Image Communication, Elsevier, Volume 24, Issue 3, Pages 158-176 , 2009 [abstract][pdf]

P. Antonakaki, D. Kosmopoulos, S. Perantonis, Detecting Abnormal Human Behavior using Multiple Cameras, Signal Processing, Elsevier, 89(9), pp.1723-1738, 2009 [abstract][pdf]

Makris A., Kosmopoulos D., Perantonis S, Theodoridis S. A Hierarchical Feature Fusion Framework for Adaptive Visual Tracking, IEEE International Conference on Image Processing, ICIP07, San Antonio, Texas, 2007 [abstract][pdf]

Kosmopoulos D., Maglogiannis I., Hand Tracking for Gesture Recognition Tasks using Dynamic Bayesian Network,  International Journal of Intelligent Systems and Applications,  vol 1, No 3-4, p 359-375, 2006 [abstract][pdf]

Kosmopoulos D., Varvarigou T., Automated inspection of gaps on the automobile production line through stereo vision and specular reflection, Computers in Industry, vol. 46, no 1, pp 49-63, Elsevier, 2001 [abstract][pdf]

 

 .: Robotic Vision

Katsoulas D., Cea C, Kosmopoulos D., Superquadric Segmentation in Range Images via  Fusion of Region and Boundary Information, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 30, No 5, p 781-795, 2008 [abstract][pdf]

Katsoulas D., Kosmopoulos D., Box-like Superquadric Recovery in Range Images by Fusing Region and Boundary Information, IEEE Int. Conference on Pattern Recognition, Hong Kong, 2006 [abstract][pdf]

Kosmopoulos D., Varvarigou T., Emiris D., Kostas A., MD-SIR: A methodology for developing sensor-based industry robots, Robotics and Computer Integrated Manufacturing, Elsevier, vol. 18, pp. 403-419, 2002 [abstract][pdf]

Katsoulas D. K., Kosmopoulos D. I., An efficient depalletizing system based on 2D range imagery, IEEE International Conference on Robotics and Automation, p. 305-312, Seoul, Korea, 2001 [abstract][pdf]

 

 .: Multimedia Processing

Giannakopoulos T., Kosmopoulos D., Aristidou A.,  Theodoridis S., Violence Content Classification using Audio Features, Hellenic Artificial Intelligence Conference SETN-06, LNAI 3955, pp. 502-507, Heraklion, Greece,  2006 [abstract][pdf]

Doulamis N., Doulamis A., Kosmopoulos D., Content - based decomposition of Gesture Videos, IEEE Workshop on Signal Processing Systems  SIPS-05, p. 319-324, Athens, Greece, 2005 [abstract][pdf]

Kosmopoulos D., Doulamis A., Doulamis N, Gesture-based video summarization, IEEE International Conference on Image Processing, ICIP05, Vol. III, p.1220-1223, Genova, Italy, 2005 [abstract][pdf]

 

 .: Medical Imaging

Kosmopoulos D. I., Tzevelekou F. L., Automated Pressure Ulcer Lesion Diagnosis for Telemedicine Systems, IEEE Engineering in Medicine and Biology, Vol 26, No 5, p. 781-795, 2007 [abstract][pdf]

Maglogiannis I., Kosmopoulos D., Artificial Intelligence Systems for the Characterization of Digital Images Containing Pigmented Skin Lesions: Applications in the Detection of Malignant Melanoma, Oncology Reports, Vol. 15, p. 1027-1032,  May 2006 [abstract][pdf]

Maglogiannis I., Kosmopoulos D. A System for the acquisition of digital skin lesion images, Technology and Healthcare, vol. 11, pp. 425-441, 2003 [abstract][pdf]