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Institut for Elektro- og Computerteknologi

Publications

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Iosifidis, A. (2008, jun.). Subcritical nuclear reactor operation – Accelerator Driven System (ADS).

Kouskouridas, R., Belagiannis, V., Gasteratos, A., Kyriakoulis, N., Chrysostomou, D., Iosifidis, A., Karakasis, E., Badekas, E. & G. Mouroutsos, S. (2009). Intelligent Integrated Vision System for Indoor Robotics Applications. I 5th National and International HSSS Conference https://www.researchgate.net/publication/265225992_Intelligent_Integrated_Vision_System_for_Indoor_Robotics_Applications

Iosifidis, A., Nikolaidis, N. & Pitas, I. (2010). Movement recognition exploiting multi-view information. I Multimedia Signal Processing (MMSP), 2010 IEEE International Workshop on (s. 427-431). IEEE. https://doi.org/10.1109/MMSP.2010.5662059

Iosifidis, A., Mouroutsos, S. G. & Gasteratos, A. (2010). Real-time Video Surveillance by a Hybrid Static/Active Camera Mechatronic System. I Advanced Intelligent Mechatronics (AIM), 2010 IEEE/ASME International Conference on (s. 84-89). IEEE. https://doi.org/10.1109/AIM.2010.5695742

Iosifidis, A. (2010, mar.). Surveillance of moving target using a mechatronic system with active camera.

Iosifidis, A., Tefas, A. & Pitas, I. (2011). Activity based Person Identification using Fuzzy Representation and Discriminant Learning. IEEE Transactions on Information Forensics and Security, 7(2), 530-542. https://doi.org/10.1109/TIFS.2011.2175921

Iosifidis, A., Mouroutsos, S. G. & Gasteratos, A. (2011). A hybrid static/active video surveillance system. International Journal of Optomechatronics, 5(1), 80-95. https://doi.org/10.1080/15599612.2011.553252

Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I. (2011). Learning Human Identity Using View-Invariant Multi-view Movement Representation. I C. Vielhauer, J. Dittmann, A. Drygajlo, N. C. Juul & M. C. Fairhurst (red.), Biometrics and ID Management: COST 2101 European Workshop, BioID 2011, Brandenburg (Havel), Germany, March 8-10, 2011. Proceedings (s. 217-226). Springer. https://doi.org/10.1007/978-3-642-19530-3_20

Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I. (2011). Multi-view Human Movement Recognition based on Fuzzy Distances and Linear Discriminant Analysis. Computer Vision and Image Understanding, 116(3), 347-360. https://doi.org/10.1016/j.cviu.2011.08.008

Iosifidis, A., Tefas, A. & Pitas, I. (2011). Person Specific Activity Recognition using Fuzzy Learning and Discriminant Analysis. I Signal Processing Conference, 2011 19th European (s. 1974-1978). IEEE. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7074111

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Discriminant Action Representation for View-Invariant Person Identification. I Image Processing (ICIP), 2012 19th IEEE International Conference on (s. 1177-1180). IEEE. https://doi.org/10.1109/ICIP.2012.6467075

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Dynamic action recognition based on Dynemes and Extreme Learning Machine. Pattern Recognition Letters, 34(15), 1890-1898. https://doi.org/10.1016/j.patrec.2012.10.019

Iosifidis, A., Marami, E., Tefas, A. & Pitas, I. (2012). Eating and Drinking activity recognition based on Discriminant Analysis of fuzzy distances and Activity Volumes. I Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on (s. 2201-2204). IEEE. https://doi.org/10.1109/ICASSP.2012.6288350

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Multidimensional Sequence Classification based on Fuzzy Distances and Discriminant Analysis. IEEE Transactions on Knowledge and Data Engineering, 25(11), 2564-2575. https://doi.org/10.1109/TKDE.2012.223

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Multi-view Action Recognition Based on Action Volumes, Fuzzy Distances and Cluster Discriminant Analysis. Signal Processing, 93(6), 1445-1457. https://doi.org/10.1016/j.sigpro.2012.08.015

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Multi-view Human Action Recognition under occlusion based on Fuzzy Distances and Neural Networks. I Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European (s. 1129-1133). IEEE. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6334098

Iosifidis, A., Tefas, A. & Pitas, I. (2012). Neural representation and learning for multi-view human action recognition. I Neural Networks (IJCNN), The 2012 International Joint Conference on IEEE. https://doi.org/10.1109/IJCNN.2012.6252675

Iosifidis, A., Tefas, A. & Pitas, I. (2012). View-invariant action recognition based on Artificial Neural Networks. IEEE Transactions on Neural Networks and Learning Systems, 23(3), 412-424. https://doi.org/10.1109/TNNLS.2011.2181865

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Active Classification for Human Action Recognition. I Image Processing (ICIP), 2013 20th IEEE International Conference on (s. 3249-3253). IEEE. https://doi.org/10.1109/ICIP.2013.6738669

Iosifidis, A. (2013). Computer Vision and Pattern Recognition Techniques for Human-Computer Interaction.

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Dynamic Action Classification based on Iterative Data Selection and Feedforward Neural Networks. I Signal Processing Conference (EUSIPCO), 2013 Proceedings of the 21st European (s. 1-5). IEEE. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6811572

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Learning sparse representations for view-independent human action recognition based on fuzzy distances. Neurocomputing, 121, 344-353. https://doi.org/10.1016/j.neucom.2013.05.021

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Minimum Class Variance Extreme Learning Machine for Human Action Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 23(11), 1968-1979. https://doi.org/10.1109/TCSVT.2013.2269774

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Multi-view human action recognition: a review. I Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing IEEE. http://ikee.lib.auth.gr/record/263305/files/Iosifidis.pdf

Tefas, A., Iosifidis, A. & Pitas, I. (2013). Neural Networks for Digital Media Analysis and Description. I L. Iliadis, H. Papadopoulos & C. Jayne (red.), Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I (s. 1-11). Springer. https://doi.org/10.1007/978-3-642-41013-0_1

Iosifidis, A., Tefas, A. & Pitas, I. (2013). On the optimal class representation in Linear Discriminant Analysis. IEEE Transactions on Neural Networks and Learning Systems, 24(9), 1491-1497. https://doi.org/10.1109/TNNLS.2013.2258937

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Person Identification from Actions based on Artificial Neural Networks. I Computational Intelligence in Biometrics and Identity Management (CIBIM), 2013 IEEE Workshop on (s. 7-13). IEEE. https://doi.org/10.1109/CIBIM.2013.6607907

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Person Identification from Actions based on Dynemes and Discriminant Learning. I Biometrics and Forensics (IWBF), 2013 International Workshop on IEEE. https://doi.org/10.1109/IWBF.2013.6547320

Iosifidis, A., Tefas, A. & Pitas, I. (2013). Representative Class Vector Clustering based Discriminant Analysis. I Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on (s. 526-529). IEEE. https://doi.org/10.1109/IIH-MSP.2013.136

Iosifidis, A., Tefas, A. & Pitas, I. (2013). View-independent Human Action Recognition based on Multi-view Action Images and Discriminant Learning. I IVMSP Workshop, 2013 IEEE 11th IEEE. https://doi.org/10.1109/IVMSPW.2013.6611931

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Computational Intelligence Approaches for Digital Media Analysis and Description. I J.-S. Pan, V. Snasel, E. S. Corchado, A. Abraham & S.-L. Wang (red.), Intelligent Data analysis and its Applications, Volume II (Bind 2, s. 263-272). Springer. https://doi.org/10.1007/978-3-319-07773-4_26

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Discriminant Bag of Words based Representation for Human Action Recognition. Pattern Recognition Letters, 49, 185-192. https://doi.org/10.1016/j.patrec.2014.07.011

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Exploiting Local Class Information in Extreme Learning Machine. I IEEE Symposium Series on Computational Intelligence (SSCI): Computational Intelligence for Engineering Solutions http://poseidon.csd.auth.gr/papers/PUBLISHED/CONFERENCE/pdf/2014/Iosifidis_2014_NCTA.pdf

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Human Action Recognition based on Bag of Features and Multi-view Neural Networks. I Image Processing (ICIP), 2014 IEEE International Conference on (s. 1510-1514). IEEE. https://doi.org/10.1109/ICIP.2014.7025302

Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I. (2014). Human Action Recognition in Stereoscopic Videos based on Bag of Features and Disparity Pyramids. I Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European (s. 1317-1321). IEEE. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6952463

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Kernel Reference Discriminant Analysis. Pattern Recognition Letters, 49, 85-91. https://doi.org/10.1016/j.patrec.2014.06.013

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Multi-view Regularized Extreme Learning Machine for Human Action Recognition. I A. Likas, K. Blekas & D. Kalles (red.), Artificial Intelligence: Methods and Applications: 8th Hellenic Conference on AI, SETN 2014 (s. 84-94). Springer. https://doi.org/10.1007/978-3-319-07064-3_7

Iosifidis, A., Tefas, A. & Pitas, I. (2014). On the Kernel Extreme Learning Machine Classifier. Pattern Recognition Letters, 54, 11-17. https://doi.org/10.1016/j.patrec.2014.12.003

Ivasic-Kos, M., Iosifidis, A., Tefas, A. & Pitas, I. (2014). Person De-identification in Activity Videos. I Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2014 37th International Convention on (s. 1294-1299). IEEE. https://doi.org/10.1109/MIPRO.2014.6859767

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Regularized Extreme Learning Machine for Multi-view Semi-supervised Action Recognition. Neurocomputing, 145, 250-262. https://doi.org/10.1016/j.neucom.2014.05.036

Iosifidis, A., Tefas, A. & Pitas, I. (2014). Semi-supervised classification of human actions based on Neural Networks. I Pattern Recognition (ICPR), 2014 22nd International Conference on (s. 1336-1341). IEEE. https://doi.org/10.1109/ICPR.2014.239

Mademlis, I., Iosifidis, A., Tefas, A. & Pitas, I. (2014). Stereoscopic Video Description for Human Action Recognition. I Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP), 2014 IEEE Symposium on IEEE. https://doi.org/10.1109/CIMSIVP.2014.7013263

Mygdalis, V., Iosifidis, A., Tefas, A. & Pitas, I. (2014). Supervised video summarization by content-based video segment selection. I European Conference on Visual Media Production (CVMP) University of Bristol. https://core.ac.uk/download/pdf/73983041.pdf

Kourous, N., Iosifidis, A., Tefas, A., Nikolaidis, N. & Pitas, I. (2014). Video Characterization based on Activity Clustering. I Electrical and Computer Engineering (ICECE), 2014 International Conference on (s. 266-269). IEEE. https://doi.org/10.1109/ICECE.2014.7026876

Mygdalis, V., Iosifidis, A., Tefas, A. & Pitas, I. (2014). Video summarization based on subclass Support Vector Data Description. I Computational Intelligence for Engineering Solutions (CIES), 2014 IEEE Symposium on IEEE. https://doi.org/10.1109/CIES.2014.7011849

Iosifidis, A. & Gabbouj, M. (2015). A Bayesian Approach for Extreme Learning Machine-based Subspace Learning. I Signal Processing Conference (EUSIPCO), 2015 23rd European (s. 2356-2360). IEEE. https://doi.org/10.1109/EUSIPCO.2015.7362806

Iosifidis, A., Gabbouj, M. & Pekki, P. (2015). Class-specific nonlinear projections using class-specific kernel spaces. I Trustcom/BigDataSE/ISPA, 2015 IEEE (s. 17-24). IEEE. https://doi.org/10.1109/Trustcom.2015.557

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Class-specific nonlinear subspace learning based on optimized class representation. I Signal Processing Conference (EUSIPCO), 2015 23rd European (s. 2491-2495). IEEE. https://doi.org/10.1109/EUSIPCO.2015.7362833

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Class-specific Reference Discriminant Analysis with application in Human Behavior Analysis. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 45(3), 315-326. https://doi.org/10.1109/THMS.2014.2379274

Iosifidis, A., Tefas, A. & Pitas, I. (2015). Distance-based Human Action Recognition using optimized class representations. Neurocomputing, 161, 47-55. https://doi.org/10.1016/j.neucom.2014.10.088

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Revideret 10.08.2023

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Alexandros Iosifidis