PhD Alessandro Artusi
Team Leader
DeepCamera Group
Research Center on Interactive Media Smart Systems and Emerging Technologies
RISE Ltd.
Cyprus

Publications

2019
Efficient Evaluation of Image Quality via Deep-Learning Approximation of Perceptual Metrics
A. Artusi, F. Banterle, F. Carra and A. Moreo
October, 2019 IEEE Transaction on Image Processing, doi 10.1109/TIP.2019.2944079. "(c) 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works." [Author Copy PDF][DOI Official version]




Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities
J. J. Zhang, K. Liu, Kang, F. Khalid, M. B. Hanif, S. Rehman, T. Theocharides, A. Artusi, M. Shafique and S. Garg
June, 2019 Proceedings of the 56th Annual Design Automation Conference, doi 10.1145/3316781.3323472. [Author Copy PDF]




Identifying Floating Plastic Marine Debris Using a Deep-Learning Approach
K. Kylili, I. Kyriakides, A. Artusi and C. Hadjistassou
April, 2019 Environmental Science and Pollution Research , 26(17), pp. 17091-17099, ISSN 0944-1344, doi 10.1007/s11356-019-05148-4. [Author Copy PDF][DOI Official version]




2018
Automatic saturation correction for dynamic range management algorithms
A. Artusi, T. Pouli, F. Banterle and A. O. Akyuz
April, 2018 Signal processing: Image Communication, 63, pp. 100-62, ISSN 1070-986X, doi 10.1016/j.image.2018.01.011. [Author Copy PDF][DOI Official version]




2017
High Dynamic Range Imaging Technology [Lecture Notes]
A. Artusi, T. Ricther, T. Ebrahimi and R. Mantiuk
IEEE Signal Processing Magazine, 34(5), pp. 165-172, ISSN 1053-5888, DOI: 10.1109/MSP.2017.2716957, 09/2017. "(c) 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works." [Author Copy PDF][DOI Official version]


2016
Mixing Tone Mapping Operators on the GPU by Differential Zone Mapping Based on Psychophysical Experiments
F. Banterle, A. Artusi, E. Sikudova, P. Ledda, T. Bashford R., A. Chalmers and M. Bloj
October, 2016 Signal processing: Image Communication, 48, pp. 50-62, ISSN 1070-986X, doi 10.1016/j.image.2016.09.004. [Author Copy PDF][DOI Official version]

JPEG XT: A New Family of JPEG Backward-Compatible Standards
T. Ricther, A. Artusi T. Ebrahimi
July/September, 2016 IEEE Multimedia, 23(3), pp. 80-88, ISSN 1070-986X, doi 10.1109/MMUL.2016.49. "(c) 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works." [Author Copy PDF][DOI Official version]

A Gamut Mapping Framework for Color-Accurate Reproduction of HDR Images
E. Sikudova, T. Pouli, A. Artusi, A. O. Akyuz, F. Banterle, Z. M. Mazlumoglu and E. Reinhard
IEEE Transaction on Computer Graphics and Applications, 36(4), pp. 79-90, ISSN 0272-1716, doi 10.1109/MCG.2015.116, July-August 2016. "(c) 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works." [Author Copy PDF][DOI Official version]

Image Content Retargeting: Maintaining Color, Tone, and Spatial Consistency
A. Artusi, F. Banterle, T. O. Aydin, D. Panozzo, O. Sorkine-Hornung
August 18, 2016 Forthcoming by A K Peters/CRC Press Reference - 216 Pages - 137 Color ISBN 9781482249910, 2016.[BOOK] [20% of Discount CODE]



Fine-tuning JPEG-XT compression performance using large-scale objective quality testing
R. K. Mantiuk, A. Artusi, T. Richter
Proc. of IEEE International Conference on Image Processing (ICIP'16), 2016. [Author Copy PDF]





High Dynamic Range Video – From Acquisition to Display and Applications Book Chapter: Multi-view HDR video sequence generation
R. R. Orozco, C. Loscos, I. Martin, A. Artusi
Elsevier, Author / Editor: F. Dufaux, P. Callet, R. Mantiuk and M. Mrak, Elsevier Science, 26 Apr 2016 - Technology and Engineering – ISBN 0128030399, 9780128030394, 640 pages.



JPEG XT: A Compression Standard for HDR and WCG Images [Standards in a Nutshell]
A. Artusi, R. Mantiuk, T. Ricther, P. Korsunov, P. Hanart, T. Ebrahimi and M. Agostinelli
IEEE Signal Processing Magazine, 33(2), pp. 118-124, ISSN 1053-5888, doi 10.1109/MSP.2015.2506199, 03/2016. "(c) 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works." [Author Copy PDF][DOI Official version]