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Here is the list of papers for which some additional resources (software, data, etc.) are available. Other software is also available. In case you would like to use it for your research activities, we kindly ask you to cite the corresponding paper.

Note that most of the recent software is available in our GitHub repositories at github.com/polito-img.

• L. Fotio Tiotsop, A. Servetti, E. Masala, Multiple Image Distortion DNN Modeling Individual Subject Quality Assessment, ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), vol. 20, Jun 2024, pp. 1-27, DOI: 10.1145/3664198 code
• A. Altieri, L. Fotio Tiotsop, G. Valenzise, Subjective Media Quality Recovery From Noisy Raw Opinion Scores: A Non-Parametric Perspective, IEEE Transactions on Multimedia, vol. 26, Apr 2024, pp. 9342-9357, DOI: 10.1109/TMM.2024.3390113  code
• L. Fotio Tiotsop, A. Servetti, M. Barkowsky, E. Masala, Modeling Subject Scoring Behaviors in Subjective Experiments Based on a Discrete Quality Scale, IEEE Transactions on Multimedia, vol. 26, Mar 2024, pp. 8742-8757, DOI: 10.1109/TMM.2024.3382483 code
• L. Fotio Tiotsop, A. Servetti, M. Barkowsky, P. Pocta, T. Mizdos, G. Van Wallendael, E. Masala, Predicting individual quality ratings of compressed images through deep CNNs-based artificial observers, Signal Processing: Image Communications, vol. 112, Mar 2023, pp. 1-15, DOI: 10.1016/j.image.2022.116917 
• L. Fotio Tiotsop, T. Mizdos, E. Masala, M. Barkowsky, P. Pocta, How to Train No Reference Video Quality Measures for New Coding Standards using Existing Annotated Datasets?, Proc. of IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), Tampere, Finland, Oct 2021, pp. 1-6, DOI: 10.1109/MMSP53017.2021.9733456
• L. Fotio Tiotsop, F. Agboma, G. Van Wallendael, A. Aldahdooh, S. Bosse, L. Janowski, M. Barkowsky, E. Masala, On the Link Between Subjective Score Prediction and Disagreement of Video Quality Metrics, IEEE Access, vol. 9, Nov 2021, pp. 152923-152937, DOI: 10.1109/ACCESS.2021.3127395 (ISSN: 2169-3536)
• A. Aldahdooh, E. Masala, G. Van Wallendael, M. Barkowsky, Reproducible research framework for objective video quality measures using a large-scale database approach, SoftwareX, vol. 8, pp. 64-68, 2018, DOI: 10.1016/j.softx.2017.09.004 (ISSN: 2352-7110)
• G. Van Vallendael, N. Staelens, E. Masala, M. Barkowsky, Full-HD HEVC-Encoded Video Quality Assessment Database, 9th Intl. Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), accepted for publication, Feb 2015.
• M. Barkowsky, E. Masala, G. Van Wallendael, K. Brunnstrom, N. Staelens, P. Le Callet, Objective Video Quality Assessment - Towards large scale video database enhanced model development, IEICE Transactions on Communications, vol. E98-B, n. 1, pp. 2-11, Jan 2015, DOI: 10.1587/transcom.E98.B.2 (ISSN: 0916-8516)
• E. Masala, A. Servetti, A.R. Meo, Low-Cost 3D Supported Interactive Control, IEEE IT Professional, Sep-Oct 2014, vol. 16, no. 5, pp. 34-40 (ISSN: 1520-9202)
• S. Basso, A. Servetti, E. Masala, J.C. De Martin, Measuring DASH streaming performance from the end users perspective using Neubot, Proc. of ACM Multimedia Systems Conference (dataset track), March 2014, Singapore
• E. Masala, A. Servetti, Performance vs Quality of Experience in a remote control application based on real-time 3D video feedback, Proc. Fifth International Workshop on Quality of Multimedia Experience (QoMEX), Klagenfurt, Austria, July 2013, pp. 28-29.
• A. Servetti, E. Masala, Smartphone-based 3D real-time vision system for teleoperation, Proc. IEEE Intl. Conf. on Multimedia & Expo (ICMEW), San Jose, CA, USA, July 2013, pp. 1-2. DOI: 10.1109/ICMEW.2013.6618217
• E. Masala, D. Quaglia Perceptually Optimized MPEG Compression of Synthetic Video Sequences Proc. of IEEE Intl. Conf. on Image Processing (ICIP), Genova, Italy, September 2005, vol. 1, pp. 601-604.
• A. Servetti, C. Testa, J.C. De Martin, Frequency-Selective Partial Encryption of Compressed Audio, Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong, April 2003, vol. 5, pp. 668-671.
• F. D’Agostino, E. Masala, L. Farinetti, J.C. De Martin, A Simulative Study of Analysis-By-Synthesis Perceptual Video Classification and Transmission over DiffServ IP Networks, Proc. of IEEE Intl. Conf. on Communications (ICC), Anchorage, Alaska, May 2003, vol. 1, pp. 572-576.
• A. Servetti, J.C. De Martin,Perception-Based Selective Encryption of G.729 Speech, Proc. of the IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Orlando, Florida, May 2002, vol. 1, pp. 621-624.
• E. Masala, D. Quaglia, J.C. De Martin, Adaptive Picture Slicing for Distortion-Based Classification of Video Packets, Proc. of the IEEE Workshop on Multimedia Signal Processing (MMSP), Cannes, France, October 2001, pp. 111-116.
• J.C. De Martin, D. Quaglia, Distortion-Based Packet Marking for MPEG Video Transmission over DiffServ Networks, Proc. of IEEE Intl. Conf. on Multimedia & Expo (ICME), Tokyo, Japan, August 2001, pp. 521-524.
• J.C. De Martin, D. Quaglia, E. Masala, A.R. Meo, Perceptual Classification of Multimedia Data, Proc. of XXXIX Congresso Annuale AICA, Como, Italy, September 2001, pp. 341-351 (in Italian)