Short CV


Recent (Journal) Publications

  • S. Battiato, G. M. Farinella, G. Puglisi, D. Ravě – Aligning Codeboooks for Near Duplicate Image Detection – Springer, Multimedia Tools and Applications - Vol.72, Issue 2, pp.1483-1506 , 2014; (pdf)
  • S. Battiato, G. M. Farinella, G. Puglisi, D. Ravě - Saliency Based Selection of Gradient Vector Flow Paths for Content Aware Image Resizing - IEEE Transactions on Image Processing, Vol. 23, Issue 5, pp. 2081-2095 - (2014); (pdf)
  • F. Galvan, G. Puglisi, A.R. Bruna, S. Battiato - First Quantization Matrix Estimation from Double Compressed JPEG Images – IEEE Transactions on IEEE Transactions on Information Forensics and Security, Vol. 9, Issue 8, pp. 1299-1310, 2014. (pdf)
  • G.M. Farinella, D. Ravě, V. Tomaselli, M. Guarnera, S. Battiato - Representing Scenes for Real-time Context Classification on Mobile Devices – Elsevier, Pattern Recognition - vol.48,2015  (pdf)
  • S. Battiato, G. M. Farinella, A. Furnari, G.Puglisi, A.Snijders, J. Spiekstra - An Integrated System for Vehicle Tracking and Classification. Elsevier, Expert Systems with Applications, Vol. 42, Issue 21 ,2015 (pdf
  • D. Ravě, M. Bober, G.M. Farinella, M.Guarnera, S.Battiato - Semantic Segmentation of Images Exploiting DCT Based Features and Random Forest - Elsevier, Pattern Recognition - vol. 52, 2016  (pdf
  • S. Battiato, G. M. Farinella, O. Giudice, G. Puglisi - Aligning Shapes for Symbol Classification and Retrieval - Springer, Multimedia Tools and Applications, Volume 75, Issue 10,  May 2016, Pages 5513-5531, 2016 (pdf)
  • G. M Farinella, D. Allegra, M.Moltisanti, F.Stanco, S. Battiato - Retrieval and Classification of Food Images - ElsevierComputers in Biology and Medicine, Volume 77, pp.23-39, 2016 (pdf)
  • A. Furnari, G. M. Farinella, S. Battiato, Recognizing Personal Locations from Egocentric Video - IEEE Transactions on Human Machine Systems, Vol. 47, No.1 2017  (pdf)
  • A. Furnari, G. M. Farinella, A.R. Bruna, S. Battiato  - Affine Covariant Features for Fisheye Distortion Local Modelling - IEEE Transactions on Image Processing, Vol. 26, No.2 , 2017  (pdf)
  • A. Furnari, G. M. Farinella, A.R. Bruna, S. Battiato - Distortion Adaptive Sobel Filters for the Gradient Estimation of Wide Angle Images -  Elsevier - Journal of Visual Communication and Image Representation - Vol. 6, July 2017 (pdf
  • A. Ortis, G. M. Farinella, V. D'Amico, L. Addesso, G. Torrisi, S. Battiato - Organizing Egocentric Videos of Daily Living Activities - Elsevier  - Pattern Recognition,  Vol. 72, pp. 207-218 -  December 2017 (pdf)
  • A. Furnari, S. Battiato, K. Grauman, G.M.Farinella, Next-active-object Prediction from Egocentric Videos -  Elsevier  - Journal of Visual Communication and Image Representation - Vol. 49, pp.401-411 November  2017 (pdf)  
  • R.E. Musumeci, D. Moltisanti, E. Foti, S. Battiato, G.M.Farinella - 3-D Monitoring of Rubble Mound Breakwater Damages - Elsevier - Measurement: Journal of the International Measurement Confederation,  Vol 117, pp. 347-364., March 2018 (pdf)  
  • F. Rundo, S. Conoci, A. Ortis, S. Battiato - An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment. MDPI Sensors. Vol 18(2):405, 2018 (pdf, lnk)  
  • S.Battiato, G.M. Farinella, G. Gallo, O. Giudice - On-board Monitoring System for Road Traffic Safety Analysis - Elsevier - Computers in Industry - Vol. 98, pp. 208-217 June 2018 (pdf)
  • G. Spampinato, A. R. Bruna , S. Battiato , G. Puglisi - Low-cost Roto-Translational Video Stabilization Algorithm - IS&T SPIE Journal of Electronic Imaging  - Vol. 27, No 5,:051224, 2018  (pdf
  • V. Santarcangelo, G.M. Farinella, A. Furnari, S. Battiato - Market Basket Analysis from Egocentric Video - Elsevier  - Pattern Recognition Letters, Vol. 112, pp. 83-90, 2018 (pdf)  
  • F. Rundo, A. Ortis, S. Battiato, S. Conoci - Advanced Bio-Inspired System for Noninvasive Cuff-Less Blood Pressure Estimation from Physiological Signal Analysis. MDPI Computation, Vol. 6, No. 3, 46 (2018) (lnk) (pdf)
  • F. Rundo, S. Conoci, G.L. Banna, A. Ortis, F. Stanco, S.Battiato - Evaluation of Levenberg-Marquardt Neural Networks and Stacked Autoencoders Clustering for Skin Lesion Analysis, Screening and Follow-Up. IET Computer Vision, Vol. 12, No 7, pp. 957-962 (2018) (pdf
  • L. Guarnera, G.M. Farinella, A.Furnari, A. Salici, C. Ciampini, V. Matranga, S. Battiato - Forensic Analysis of Handwritten Documents with GRAPHJ. IS&T/SPIE Journal of  Electronic Imaging- Vol 27, No. 5:051230 (2018) (pdf)
  • A. Furnari, S. Battiato, G. M Farinella -  Personal Location-based Temporal Segmentation of Egocentric Videos for Lifelogging Applications. Elsevier Journal of Visual Communication and Image Representation Vol. 52, pp 1-12 (2018) (pdf)
  • F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G.M. Farinella - Egocentric Visitors Localization in Cultural Sites- ACM Journal of Computing and Cultural Heritage (JOCCH), 2019 (pdf)
  • F. Rundo, F.  Trenta, A.L. Di Stallo, S. Battiato - Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System. MDPI Computation, Vol.  7, No. 1,  4 (2019) (lnk)(pdf
  • F. Rundo, F. Trenta, A.L. Di Stallo, S. Battiato, -  Grid Trading System Robot (GTSbot): A Novel Mathematical Algorithm for Trading FX Market. MDPI Applied Science, Vol. 9, 1796. (2019) (lnk)(pdf)  
  • Rundo, F., Trenta, F., di Stallo, A.L., Battiato, S. Machine learning for quantitative finance applications: A survey (2019) Applied Sciences (Switzerland), 9 (24), art. no. 5574
  • E Spera, A Furnari, S Battiato, GM FarinellaEgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores  IEEE Transactions on Circuits and Systems for Video Technology (2019)
  • Di Mauro, D., Furnari, A., Patanč, G., Battiato, S., Farinella, G.M. Estimating the occupancy status of parking areas by counting cars and non-empty stalls (2019) Journal of Visual Communication and Image Representation, 62, pp. 234-244.
  • Ortis, A., Farinella, G.M., Battiato, S. Predicting social image popularity dynamics at time zero (2019) IEEE Access, 7, pp. 171691-171706.
  • Di Mauro, D., Furnari, A., Patanč, G., Battiato, S., Farinella, G.M. SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning (2020) Pattern Recognition Letters, 136, pp. 175-182. 
  • Maugeri, A., Barchitta, M., Battiato, S., Agodi, A., Modeling the novel coronavirus (SARS-CoV-2) outbreak in Sicily, Italy (2020) International Journal of Environmental Research and Public Health, 17 (14), art. no. 4964, pp. 1-11.
  • A Ortis, P Caponnetto, R Polosa, S Urso, S BattiatoA Report on Smoking Detection and Quitting Technologies International Journal of Environmental Research and Public Health 17 (7), 2614 (2020)
  • A Maugeri, M Barchitta, S Battiato, A Agodi - Estimation of Unreported Novel Coronavirus (SARS-CoV-2) Infections from Reported Deaths: A Susceptible–Exposed–Infectious–Recovered–Dead Model- Journal of Clinical Medicine 9 (5), 1350 (2020)
  • Ragusa, F., Furnari, A., Battiato, S., Signorello, G., Farinella, G.M.EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision (2020) Pattern Recognition Letters, 131, pp. 150-157. 
  • Ortis, A., Farinella, G.M., Torrisi, G., Battiato, S. Exploiting objective text description of images for visual sentiment analysis (2020) Multimedia Tools and Applications
  • Luca Guarnera, Oliver Giudice, Sebastiano Battiato: Fighting Deepfake by Exposing the Convolutional Traces on Images. IEEE Access 8: 165085-165098 (2020)
  • Alessandro Ortis, Giovanni Maria Farinella, Sebastiano Battiato: Survey on visual sentiment analysis. IET Image Process. 14(8): 1440-1456 (2020)

My publication list: IPLAB GoogleScholar, DBLPScopus, ORCIDIEEEXplore

Almost all papers listed above are subject to copyright limitations. Download is allowed for personal use only. Electronic Copies are also available by e-mail (or downloadable from IPLAB site)