Publications

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501.BATTIATO S.; G. M. FARINELLA; M. GUARNERA; G. MESSINA; D. RAVÌ: Boosting Gray Codes for Red Eyes Removal. In: Proceedings of International Conference on Pattern Recognition, pp. 1–4, IEEE, Istanbul, 0000. (Type: Inproceedings | BibTeX)
502.G. AZZARO; M. CACCAMO; J. D. FERGUSON; BATTIATO S.; G. M. FARINELLA; G. C. GUARNERA; G. PUGLISI; G. LICITRA: Modeling Cow Body Shape for Objective Estimation of Body Condition Score from Digital Images. In: in Proceedings of Joint Meeting of ADSA, CSAS, and ASAS. Montreal, Quebec, Canada, 12-16 July, 2009, J. Anim. Sci. Vol. 87, E-Suppl. 2/J. Dairy Sci. Vol. 92, E-Suppl. 1, pp. 513, pp. 513, American Society of Animal Science, Montreal - CAnada, 0000. (Type: Inproceedings | BibTeX)
503.BATTIATO S.; G. M. FARINELLA; G. GALLO; O. GARRETTO; C. PRIVITERA: Objective Analysis of Simple Kidney Cysts from CT Images. In: In IEEE Proceedings of MeMea09 - International Workshop on Medical Measurement and Applications - Special Section on Image Analysis for Medical Measurements, pp. 146–149, IEEE, Cetraro - Italy, 0000. (Type: Inproceedings | Links | BibTeX)
504.BATTIATO S.; M. GUARNERA; T. MECCIO; G. MESSINA: Red Eye Detection through Bag-of-Keypoints Classification. In: In Proceedings of International Conference on Image Analysis and Processing ICIAP 2009 - Vietri sul Mare (Sa), Italy, September 2009 - Lecture Notes in Computer Science, Vol. 5716, 2009;, pp. 1–10, Springer, Vietri sul Mare (Salerno) - Italy, 0000. (Type: Inproceedings | BibTeX)
505.BATTIATO S.; G. DI BLASI; G. GALLO; A. MILONE: Realizzazione di Mosaici Artificiali in Ambiente 3D. In: Proceedings of V Convegno AIAR – Associazione Italiana di Archeometria – Siracusa, February 2008, pp. 1–5, Siracusa, 0000. (Type: Inproceedings | BibTeX)
506.A.R. BRUNA; A. CAPRA; BATTIATO S.; G. PUGLISI: Digital Video Stabilisation in Modern and Next Generation Imaging Systems. In: In Proceedings of NEM Summit 2008: “Toward Future Media Internet”, pp. 1–6, IEEE, Francia, 0000. (Type: Inproceedings | BibTeX)
507.BATTIATO S.; G. M. FARINELLA; G. GALLO; D. RAVÌ: Scene Categorization Using Bag Of Textons On Spatial Hierarchy. In: n Proceedings of IEEE ICIP 2008 - International Conference on Image Processing, pp. 1–4, San Diego, California, 0000. (Type: Inproceedings | Links | BibTeX)
508.Furnari A; Farinella GM; BATTIATO S.: Recognizing Personal Contexts from Egocentric Images. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 393–401, IEEE (The Institute of Electrical and Electronics, SANTHIAGO, 0000. (Type: Inproceedings | Links | BibTeX)
509.BATTIATO S.; G. PUGLISI; A.R. BRUNA: A Robust Video Stabilization System by Adaptive Motion Vectors Filtering. In: IEEE ICME 2008 – International Conference on Multimedia and Expo 2008, pp. 1–4, GErmany, 0000. (Type: Inproceedings | Links | BibTeX)
510.BATTIATO S.; G. DI BLASI; G. GALLO; G. C. GUARNERA; G. PUGLISI: Artificial Mosaic by Gradient Vector Flow. In: Eurographics 2008 (Short Papers), pp. 1–4, Eurographics, Creta, 0000. (Type: Inproceedings | BibTeX)
511.Ortis A; BATTIATO S.: A new fast matching method for adaptive compression of stereoscopic images. In: Proceedings of SPIE - The International Society for Optical Engineering, pp. –, Society of Photo-Optical instrumentation Engineers, San Francisco, 0000. (Type: Inproceedings | Links | BibTeX)
512.BATTIATO S.; G. M. FARINELLA; G. GIUFFRIDA; C. SISMEIRO; G. TRIBULATO: Combining Visual and Text Features for Learning in Multimedia Direct Marketing Domain. In: VISSAP 2008 – Third International Conference on Computer Vision Theory and Applications – Workshop on Metadata Mining for Image Understanding, pp. 100–110, Madeira (Portugal), 0000. (Type: Inproceedings | BibTeX)
513.Giuffrida MV; Farinella GM; BATTIATO S.; Guarnera M: Exploiting time-multiplexing structured light with picoprojectors. In: roceedings of SPIE - The International Society for Optical Engineering, pp. –, Society of Photo-Optical instrumentation Engineers, San Francisco, 0000. (Type: Inproceedings | Links | BibTeX)
514.BATTIATO S.; F. RUNDO: A Novel Chaotic Coding System For Lossy Image Compression. In: VISAPP 2008 – Third International Conference on Computer Vision Theory and Applications, pp. 1–8, Madeira (Portugal), 0000. (Type: Inproceedings | BibTeX)
514 entries « 2 of 2 »
514 entries « 2 of 11 »

2020

Francesco Rundo; Giuseppe Luigi Banna; Luca Prezzavento; Francesca Trenta; Sabrina Conoci; Sebastiano Battiato

3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma Journal Article

Journal of Imaging, 6 (12), pp. 133, 2020.

Links | BibTeX | Tags: 3D-CNN; immunotherapy, Radiomics, self-attention

Dario Allegra; Sebastiano Battiato; Alessandro Ortis; Salvatore Urso; Riccardo Polosa

A Review on Food Recognition Technology for Health Applications Journal Article

Health Psychology Research, 2020.

BibTeX | Tags: food recognition, health

Giorgio M Grasso; Giovanni D'Italia; Sebastiano Battiato

A flexible virtual environment for autonomous driving agent-human interaction testing Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: ADAS, automotive

Francesco Rundo; Concetto Spampinato; Sebastiano Battiato; Francesca Trenta; Sabrina Conoci

Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: ADAS, automotive, Drowsiness, PPG (PhotoPlethySmography)

Sebastiano Battiato; Roberto Leotta; Alessandro Ortis; Sabrina Conoci; Francesco Rundo; Francesca Trenta

Benchmarking of Computer Vision Algorithms for Driver Monitoring on Automotive-grade Devices Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: Advanced Driver Assistance Systems (ADAS), Computer Vision, STM Accordo5

Francesco Rundo; Concetto Spampinato; Sabrina Conoci; Francesca Trenta; Sebastiano Battiato

Deep Bio-Sensing Embedded System for a Robust Car-Driving Safety Assessment Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: ADAS. Deep learning, Bio-signals

Francesco Rundo; Sabrina Conoci; Sebastiano Battiato; Francesca Trenta; Concetto Spampinato

Innovative Saliency based Deep Driving Scene Understanding System for Automatic Safety Assessment in Next-Generation Cars Conference

AEIT Automotive 2020, 2020.

Links | BibTeX | Tags: D-CNN, Deep learning, DeepLSTM, Drowsiness, PPG (PhotoPlethySmography)

Francesco Rundo; Francesca Trenta; Sabrina Conoci; Sebastiano Battiato

Image processing method and corresponding system Patent

US Patent App. 16/729,879, 2020.

Links | BibTeX | Tags: ADAS, Drowsiness, PPG (PhotoPlethySmography)

Battiato, Sebastiano; Ortis, Alessandro; Trenta, Francesca; Ascari, Lorenzo; Politi, Mara; Siniscalco, Consolata

Detection and Classification of Pollen Grain Microscope Images Conference

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020.

Links | BibTeX | Tags: dataset, detection, pollen

Battiato, Sebastiano; Alessandro Ortis; Francesca Trenta; Lorenzo Ascari; Maria Politi; Consolata Siniscalco

POLLEN13K: A LARGE SCALE MICROSCOPE POLLEN GRAIN IMAGE DATASET Conference Forthcoming

2020 IEEE International Conference on Image Processing (ICIP), IEEE Forthcoming.

Links | BibTeX | Tags: dataset, pollen, segmentation

Ortis, A., Caponnetto, P., Polosa, R., Urso, S., Battiato, S.

A Report on Smoking Detection and Quitting Technologies Journal Article

International Journal of Environmental Research and Public Health (IJERPH), 17 (7), 2020, ISSN: 1660-4601.

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Ortis, Alessandro, Giovanni Maria Farinella,; Sebastiano Battiato.

Survey on Visual Sentiment Analysis Journal Article

IET Image Processing, pp. 1-19, 2020, ISSN: 1751-9659.

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Alessandro Ortis, Giovanni Maria Farinella, Giovanni Torrisi; Sebastiano Battiato

Exploiting objective text description of images for visual sentiment analysis Journal Article

Multimedia Tools and Applications, pp. 1-24, 2020, ISSN: 1573-7721.

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Sebastiano Battiato; Sabrina Conoci; Roberto Leotta; Alessandro Ortis; Francesco Rundo; Francesca Trenta

Benchmarking of computer vision algorithms for driver monitoring on automotive-grade devices Inproceedings

2020 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), pp. 1–6, IEEE 2020.

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Dario Allegra; Sebastiano Battiato; Alessandro Ortis; Salvatore Urso; Riccardo Polosa

A review on food recognition technology for health applications Journal Article

Health Psychology Research, 8 (3), 2020.

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Giovanni Maria Farinella; Antonino Furnari; Francesco Ragusa; Emanuele Ragusa; Giuseppe Sorbello; Antonino Lopes; Luciano Santo; Marina Samarotto; Bartolo Scarso; Edoardo Scarso

Metodo di assistenza virtuale relativo dispositivo e sistema Patent

2020, (Patent Application number 102020000027759, filling date: 19/11/2020, Università degli Studi di Catania, Xenia Progetti S.R.L., Morpheos S.R.L.).

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Santi Orlando; Antonino Furnari; Giovanni Maria Farinella

Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data Journal Article

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage, 2020.

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Francesco Ragusa; Antonino Furnari; Sebastiano Battiato; Giovanni Signorello; Giovanni Maria Farinella

EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision Journal Article

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage, 2020.

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Santi Orlando; Antonino Furnari; Giovanni Maria Farinella

Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data Journal Article

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage, 2020.

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Francesco Ragusa; Antonino Furnari; Sebastiano Battiato; Giovanni Signorello; Giovanni Maria Farinella

EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision Journal Article

Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage, 2020.

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Tiziana Rotondo; Giovanni Maria Farinella; Davide Giacalone; Sebastiano Mauro Strano; Valeria Tomaselli; Sebastiano Battiato

Anticipating Activity from Multimodal Signals Inproceedings

International Conference on Pattern Recognition (ICPR), 2020.

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Francesco Ragusa; Daniele Di Mauro; Alfio Palermo; Antonino Furnari; Giovanni Maria Farinella

Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data Inproceedings

International Conference on Pattern Recognition (ICPR), 2020.

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Santi Orlando; Antonino Furnari; Giovanni Maria Farinella.

Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites Inproceedings

Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS), 2020.

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Marco Rosano; Antonino Furnari; Luigi Gulino; Giovanni Maria Farinella

On Embodied Visual Navigation in Real Environments Through Habitat Inproceedings

International Conference on Pattern Recognition (ICPR), 2020.

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Giovanni Pasqualino; Antonino Furnari; Giovanni Maria Farinella

Unsupervised Domain Adaptation for Object Detection in Cultural Sites Inproceedings

International Conference on Pattern Recognition (ICPR), 2020.

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Guglielmo Camporese; Pasquale Coscia; Antonino Furnari; Giovanni Maria Farinella; Lamberto Ballan

Knowledge Distillation for Action Anticipation via Label Smoothing Inproceedings

International Conference on Pattern Recognition (ICPR), 2020.

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Sebastiano Battiato; Luciano Cantelli; Fabio D'Urso; Giovanni Maria Farinella; Luca Guarnera; Dario Calogero Guastella; Rosario Leonardi; Alessia Li Noce; Giovanni Muscato; Alessio Piazza; Francesco Ragusa; Corrado Santoro; Giuseppe Sutera; Antonino Zappalà.

The UNICT-TEAM vision modules for the Mohamed Bin Zayed International Robotics Challenge 2020 Inproceedings

Mohamed Bin Zayed International Robotics Competition Symposium (MBZIRC), 2020.

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Sebastiano Battiato1 Aki Härmä Ronja Möller Antonino Furnari1; Giovanni Maria Farinella

Face Analysis and Body LanguageUnderstanding from Egocentric Cameras Inproceedings

SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI, 2020.

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Ivan Rodin; Antonino Furnari; Dimitrios Mavroeidis; Giovanni Maria Farinella

Scene Understanding and InteractionAnticipation from First Person Vision Inproceedings

SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI, 2020.

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Marco Rosano; Antonino Furnari; Luigi Gulino; Giovanni Maria Farinella

A Comparison of Visual Navigation Approaches Based on Localization and Reinforcement Learning in Virtual and Real Environments Inproceedings

International Conference on Computer Vision Theory and Applications (VISAPP), 2020.

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Giovanni Pasqualino; Stefano Scafiti; Antonino Furnari; Giovanni Maria Farinella

Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data Inproceedings

International Conference on Computer Vision Theory and Applications (VISAPP), 2020.

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G Pappalardo; G M Farinella

On the Detection of Colorectal Polyps with Hierarchical Fine-Tuning Inproceedings

2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1–5, IEEE 2020.

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G Pappalardo; D Allegra; F Stanco; G M Farinella

On the Exploitation of Temporal Redundancy to Improve Polyp Detection in Colonoscopy Inproceedings

Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS 2020), IEEE 2020.

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2019

Francesco Rundo; Francesca Trenta; Agatino Luigi di Stallo; Sebastiano Battiato

Machine learning for quantitative finance applications: A survey Journal Article

Applied Sciences, 9 (24), pp. 5574, 2019.

Links | BibTeX | Tags: financial domain, machine learning, time-series

A. Ortis, G. M. Farinella; S. Battiato

Predicting Social Image Popularity Dynamics at Time Zero Journal Article

IEEE Access, 2019, ISSN: 2169-3536.

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Tang, Hongxiang; Ortis, Alessandro; Battiato, Sebastiano

The Impact of Padding on Image Classification by Using Pre-trained Convolutional Neural Networks Conference

International Conference on Image Analysis and Processing, Springer, 2019.

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Tiziana Rotondo, Alessandro Ortis, Sebastiano Battiato

Generalised Gradient Vector Flow for Content-Aware Image Resizing Conference

2019, ISBN: 978-3-030-30645-8.

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Ortis, Alessandro; Farinella, Giovanni Maria; Battiato, Sebastiano

Prediction of Social Image Popularity Dynamics Conference

Lecture Notes in Computer Science, 11752 , Springer, Cham, 2019, ISBN: 978-3-030-30645-8.

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Ortis, Alessandro; Farinella, Giovanni Maria; Battiato, Sebastiano

An Overview on Image Sentiment Analysis: Methods, Datasets and Current Challenges Conference

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 1 , SCITEPRESS, 2019, ISBN: 978-989-758-378-0.

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Francesco Rundo; Alessandro Ortis; Sebastiano Battiato; Sabrina Conoci

Advanced Multi-neural System for Cuff-less Blood Pressure Estimation through Nonlinear HC-features Conference

Proceedings of the 16th International Joint Conference on e-Business and Telecommunications , 1 , INSTICC SciTePress, 2019, ISBN: 978-989-758-378-0.

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Francesca Trenta; Sabrina Conoci; Francesco Rundo; Sebastiano Battiato

Advanced motion-tracking system with multi-layers deep learning framework for innovative car-driver drowsiness monitoring Conference

14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), IEEE, 2019.

Links | BibTeX | Tags: ADAS, Drowsiness, PPG (PhotoPlethySmography)

Francesco Rundo; Francesca Trenta; Agatino Luigi di Stallo; Sebastiano Battiato

Grid trading system robot (GTSbot): A novel mathematical algorithm for trading FX market Journal Article

Applied Sciences, 9 (9), pp. 1796, 2019.

Links | BibTeX | Tags: data forecasting, financial time-series, machine learning

Francesco Rundo; Sabrina Conoci; Francesca Trenta; Sebastiano Battiato

Car-Driver Drowsiness Monitoring by Multi-layers Deep Learning Framework and Motion Analysis Conference

AISEM Annual Conference on Sensors and Microsystems, Springer, Cham, 2019.

Links | BibTeX | Tags: Drowsiness, LSTM, machine learning

Francesco Rundo; Francesca Trenta; Agatino Luigi Di Stallo; Sebastiano Battiato

Advanced Markov-based machine learning framework for making adaptive trading system Journal Article

Computation, 7 (1), pp. 4, 2019.

Links | BibTeX | Tags: LSTM, machine learning, stock price

Filippo L M Milotta; Antonino Furnari; Sebastiano Battiato; Giovanni Signorello; Giovanni Maria Farinella

Egocentric Visitors Localization in Natural Sites Journal Article

Journal of Visual Communication and Image Representation, pp. 102664, 2019, ISSN: 1047-3203.

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Francesco Ragusa; Antonino Furnari; Sebastiano Battiato; Giovanni Signorello; Giovanni Maria Farinella

Egocentric Visitors Localization in Cultural Sites Journal Article

Journal on Computing and Cultural Heritage (JOCCH), 2019.

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Antonino Furnari; Giovanni Maria Farinella

Egocentric Action Anticipation by Disentangling Encoding and Inference Inproceedings

International Conference on Image Processing (ICIP), 2019.

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Antonino Furnari; Giovanni Maria Farinella

What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. Inproceedings

International Conference on Computer Vision (ICCV), pp. 6252-6261, 2019.

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Giovanni Maria Farinella; Giovanni Signorello; Sebastiano Battiato; Antonino Furnari; Francesco Ragusa; Rosario Leonardi; Emanuele Ragusa; Emanuele Scuderi; Antonino Lopes; Luciano Santo; Marina Samarotto

VEDI: Vision Exploitation for Data Interpretation Inproceedings

International Conference on Image Analysis and Processing (ICIAP), 2019.

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Tiziana Rotondo; Giovanni Maria Farinella; Valeria Tomaselli; Sebastiano Battiato

Action Anticipation from Multimodal Data Inproceedings

International Conference on Computer Vision Theory and Applications (VISAPP), 2019.

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514 entries « 2 of 11 »