2021
|
Alessandro Ortis; Marco Grisanti; Francesco Rundo; Sebastiano Battiato A Benchmark Evaluation of Adaptive Image Compression for Multi Picture Object Stereoscopic Images Journal Article Journal of Imaging, 7 (8), pp. 160, 2021. BibTeX | Tags: @article{ortis2021benchmark,
title = {A Benchmark Evaluation of Adaptive Image Compression for Multi Picture Object Stereoscopic Images},
author = {Alessandro Ortis and Marco Grisanti and Francesco Rundo and Sebastiano Battiato},
year = {2021},
date = {2021-01-01},
journal = {Journal of Imaging},
volume = {7},
number = {8},
pages = {160},
publisher = {MDPI},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Francesca Trenta; Alessandro Ortis; Sebastiano Battiato Fine-Grained Image Classification for Pollen Grain Microscope Images Inproceedings Computer Analysis of Images and Patterns. CAIP 2021, pp. 341, 351 2021. BibTeX | Tags: @inproceedings{trenta2021fine,
title = {Fine-Grained Image Classification for Pollen Grain Microscope Images},
author = {Francesca Trenta and Alessandro Ortis and Sebastiano Battiato},
year = {2021},
date = {2021-01-01},
booktitle = {Computer Analysis of Images and Patterns. CAIP 2021},
volume = {13052},
pages = {341},
organization = {351},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Dima Damen; Hazel Doughty; Giovanni Maria Farinella; Sanja Fidler; Antonino Furnari; Evangelos Kazakos; Davide Moltisanti; Jonathan Munro; Toby Perrett; Will Price; Michael Wray The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines Journal Article IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43 (11), pp. 4125-4141, 2021. Links | BibTeX | Tags: @article{damen2020epic,
title = {The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines},
author = {Dima Damen and Hazel Doughty and Giovanni Maria Farinella and Sanja Fidler and Antonino Furnari and Evangelos Kazakos and Davide Moltisanti and Jonathan Munro and Toby Perrett and Will Price and Michael Wray},
url = {https://epic-kitchens.github.io/},
doi = {10.1109/TPAMI.2020.2991965},
year = {2021},
date = {2021-01-01},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
volume = {43},
number = {11},
pages = {4125-4141},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Antonino Furnari; Giovanni Maria Farinella Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video Journal Article IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43 (11), pp. 4021-4036, 2021. Links | BibTeX | Tags: @article{furnari2020rulstm,
title = {Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video},
author = {Antonino Furnari and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/rulstm},
doi = {10.1109/TPAMI.2020.2992889},
year = {2021},
date = {2021-01-01},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
volume = {43},
number = {11},
pages = {4021-4036},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Dima Damen; Hazel Doughty; Giovanni Maria Farinella; Antonino Furnari; Evangelos Kazakos; Jian Ma; Davide Moltisanti; Jonathan Munro; Toby Perrett; Will Price; Michael Wray Rescaling Egocentric Vision Journal Article International Journal on Computer Vision (IJCV), abs/2006.13256 , 2021. Links | BibTeX | Tags: @article{Damen2021RESCALING,
title = {Rescaling Egocentric Vision},
author = {Dima Damen and Hazel Doughty and Giovanni Maria Farinella and Antonino Furnari and Evangelos Kazakos and Jian Ma and Davide Moltisanti and Jonathan Munro and Toby Perrett and Will Price and Michael Wray},
url = {http://epic-kitchens.github.io/2020-100},
year = {2021},
date = {2021-01-01},
journal = {International Journal on Computer Vision (IJCV)},
volume = {abs/2006.13256},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ivan Rodin; Antonino Furnari; Dimitrios Mavroedis; Giovanni Maria Farinella Predicting the Future from First Person (Egocentric) Vision: A Survey Journal Article Computer Vision and Image Understanding, 211 , pp. 103252, 2021, ISSN: 1077-3142. Links | BibTeX | Tags: @article{rodin2021predicting,
title = {Predicting the Future from First Person (Egocentric) Vision: A Survey},
author = {Ivan Rodin and Antonino Furnari and Dimitrios Mavroedis and Giovanni Maria Farinella},
url = {https://www.sciencedirect.com/science/article/pii/S1077314221000965},
doi = {https://doi.org/10.1016/j.cviu.2021.103252},
issn = {1077-3142},
year = {2021},
date = {2021-01-01},
journal = {Computer Vision and Image Understanding},
volume = {211},
pages = {103252},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ronja Möller; Antonino Furnari; Sebastiano Battiato; Aki Härmä; Giovanni Maria Farinella A Survey on Human-aware Robot Navigation Journal Article Robotics and Autonomous Systems, 2021. BibTeX | Tags: @article{moller2021survey,
title = {A Survey on Human-aware Robot Navigation},
author = {Ronja Möller and Antonino Furnari and Sebastiano Battiato and Aki Härmä and Giovanni Maria Farinella},
year = {2021},
date = {2021-01-01},
journal = {Robotics and Autonomous Systems},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Giovanni Pasqualino; Antonino Furnari; Giovanni Signorello; Giovanni Maria Farinella An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites Journal Article Image and Vision Computing, 2021. Links | BibTeX | Tags: @article{pasqualino2021synthetic,
title = {An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites},
author = {Giovanni Pasqualino and Antonino Furnari and Giovanni Signorello and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EGO-CH-OBJ-UDA/},
year = {2021},
date = {2021-01-01},
journal = {Image and Vision Computing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Emiliano Spera; Antonino Furnari; Sebastiano Battiato; Giovanni M Farinella EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores Journal Article IEEE Transactions on Circuits and Systems for Video Technology, 31 , pp. 1253-1267, 2021. Links | BibTeX | Tags: @article{spera2021egocart,
title = {EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores},
author = {Emiliano Spera and Antonino Furnari and Sebastiano Battiato and Giovanni M Farinella},
url = {https://iplab.dmi.unict.it/EgocentricShoppingCartLocalization/},
year = {2021},
date = {2021-01-01},
journal = {IEEE Transactions on Circuits and Systems for Video Technology},
volume = {31},
pages = {1253-1267},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Matteo Dunnhofer; Antonino Furnari; Giovanni Maria Farinella; Christian Micheloni Is First Person Vision Challenging for Object Tracking? Inproceedings IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge, 2021. Links | BibTeX | Tags: @inproceedings{TREK150b,
title = {Is First Person Vision Challenging for Object Tracking?},
author = {Matteo Dunnhofer and Antonino Furnari and Giovanni Maria Farinella and Christian Micheloni},
url = {https://machinelearning.uniud.it/datasets/trek150/},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Dario Allegra; Mattia Litrico; Maria Ausilia Napoli Spatafora; Filippo Stanco; Giovanni Maria Farinella Exploiting Egocentric Vision on Shopping Cart for Out-Of-Stock Detection in Retail Environments Inproceedings IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Assistive Computer Vision and Robotics, 2021. Links | BibTeX | Tags: @inproceedings{allegra2021,
title = {Exploiting Egocentric Vision on Shopping Cart for Out-Of-Stock Detection in Retail Environments},
author = {Dario Allegra and Mattia Litrico and Maria Ausilia Napoli Spatafora and Filippo Stanco and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/OOS/},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Assistive Computer Vision and Robotics},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Daniele Di Mauro; Antonino Furnari; Giovanni Signorello; Giovanni Maria Farinella Unsupervised Domain Adaptation for 6DOF Indoor Localization Inproceedings International Conference on Computer Vision Theory and Applications - VISAPP, 2021. Links | BibTeX | Tags: @inproceedings{dimauro2021unsupervised,
title = {Unsupervised Domain Adaptation for 6DOF Indoor Localization},
author = {Daniele Di Mauro and Antonino Furnari and Giovanni Signorello and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EGO-CH-LOC-UDA/},
year = {2021},
date = {2021-01-01},
booktitle = {International Conference on Computer Vision Theory and Applications - VISAPP},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Francesco Ragusa; Antonino Furnari; Salvatore Livatino; Giovanni Maria Farinella The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain Inproceedings IEEE Winter Conference on Application of Computer Vision (WACV), 2021. Links | BibTeX | Tags: @inproceedings{ragusa2020meccano,
title = {The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain},
author = {Francesco Ragusa and Antonino Furnari and Salvatore Livatino and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/MECCANO},
year = {2021},
date = {2021-01-01},
booktitle = {IEEE Winter Conference on Application of Computer Vision (WACV)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @article{rundo20203d,
title = {3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma},
author = {Francesco Rundo and Giuseppe Luigi Banna and Luca Prezzavento and Francesca Trenta and Sabrina Conoci and Sebastiano Battiato},
editor = {Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/2313-433X/6/12/133},
doi = {https://doi.org/10.3390/jimaging6120133},
year = {2020},
date = {2020-12-03},
journal = {Journal of Imaging},
volume = {6},
number = {12},
pages = {133},
keywords = {3D-CNN; immunotherapy, Radiomics, self-attention},
pubstate = {published},
tppubtype = {article}
}
|
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 @article{Allegra2020b,
title = {A Review on Food Recognition Technology for Health Applications},
author = {Dario Allegra and Sebastiano Battiato and Alessandro Ortis and Salvatore Urso and Riccardo Polosa},
year = {2020},
date = {2020-11-24},
journal = {Health Psychology Research},
keywords = {food recognition, health},
pubstate = {published},
tppubtype = {article}
}
|
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 @conference{Grasso2020,
title = {A flexible virtual environment for autonomous driving agent-human interaction testing},
author = {Giorgio M Grasso and Giovanni D'Italia and Sebastiano Battiato},
url = {https://convegni.aeit.it/auto2020/paper/1570669224.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {ADAS, automotive},
pubstate = {published},
tppubtype = {conference}
}
|
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) @conference{Rundo2020,
title = {Advanced 1D Temporal Deep Dilated Convolutional Embedded Perceptual System for Fast Car-Driver Drowsiness Monitoring},
author = {Francesco Rundo and Concetto Spampinato and Sebastiano Battiato and Francesca Trenta and Sabrina Conoci },
url = {https://convegni.aeit.it/auto2020/paper/1570659339.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {ADAS, automotive, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
|
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 @conference{Battiato2020c,
title = {Benchmarking of Computer Vision Algorithms for Driver Monitoring on Automotive-grade Devices},
author = {Sebastiano Battiato and Roberto Leotta and Alessandro Ortis and Sabrina Conoci and Francesco Rundo and Francesca Trenta},
url = {https://convegni.aeit.it/auto2020/paper/1570660800.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {Advanced Driver Assistance Systems (ADAS), Computer Vision, STM Accordo5},
pubstate = {published},
tppubtype = {conference}
}
|
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 @conference{Rundo2020b,
title = {Deep Bio-Sensing Embedded System for a Robust Car-Driving Safety Assessment},
author = {Francesco Rundo and Concetto Spampinato and Sabrina Conoci and Francesca Trenta and Sebastiano Battiato },
url = {https://convegni.aeit.it/auto2020/paper/1570659334.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {ADAS. Deep learning, Bio-signals},
pubstate = {published},
tppubtype = {conference}
}
|
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) @conference{Rundo2020c,
title = {Innovative Saliency based Deep Driving Scene Understanding System for Automatic Safety Assessment in Next-Generation Cars},
author = {Francesco Rundo and Sabrina Conoci and Sebastiano Battiato and Francesca Trenta and Concetto Spampinato },
url = {https://convegni.aeit.it/auto2020/paper/1570659343.pdf},
year = {2020},
date = {2020-11-18},
booktitle = {AEIT Automotive 2020},
keywords = {D-CNN, Deep learning, DeepLSTM, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {conference}
}
|
Oliver Giudice, Dario Allegra, Francesco Guarnera, Filippo Stanco, Sebastiano Battiato Animated Gif Optimization By Adaptive Color Local Table Management Conference 2020. Links | BibTeX | Tags: animated GIF, color table, compression, indexed images, Optimization @conference{Giudice2020,
title = {Animated Gif Optimization By Adaptive Color Local Table Management},
author = {Oliver Giudice, Dario Allegra, Francesco Guarnera, Filippo Stanco, Sebastiano Battiato},
editor = {IEEE},
url = {http://iplab.dmi.unict.it/iplab/wp-content/uploads/2023/09/Animated_Gif_Optimization_By_Adaptive_Color_Local_Table_Management-1.pdf},
doi = {10.1109/ICIP40778.2020.9190967},
year = {2020},
date = {2020-10-25},
keywords = {animated GIF, color table, compression, indexed images, Optimization},
pubstate = {published},
tppubtype = {conference}
}
|
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) @patent{rundo2020image,
title = {Image processing method and corresponding system},
author = {Francesco Rundo and Francesca Trenta and Sabrina Conoci and Sebastiano Battiato },
url = {https://patents.google.com/patent/US20200214614A1/en},
year = {2020},
date = {2020-09-09},
number = {US Patent App. 16/729,879},
keywords = {ADAS, Drowsiness, PPG (PhotoPlethySmography)},
pubstate = {published},
tppubtype = {patent}
}
|
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 @conference{battiato2020detection,
title = {Detection and Classification of Pollen Grain Microscope Images},
author = {Battiato, Sebastiano and Ortis, Alessandro and Trenta, Francesca and Ascari, Lorenzo and Politi, Mara and Siniscalco, Consolata},
url = {https://openaccess.thecvf.com/content_CVPRW_2020/papers/w57/Battiato_Detection_and_Classification_of_Pollen_Grain_Microscope_Images_CVPRW_2020_paper.pdf},
year = {2020},
date = {2020-06-19},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
pages = {980--981},
keywords = {dataset, detection, pollen},
pubstate = {published},
tppubtype = {conference}
}
|
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 @conference{battiato2020pollen13k,
title = {POLLEN13K: A LARGE SCALE MICROSCOPE POLLEN GRAIN IMAGE DATASET},
author = {Battiato, Sebastiano and Alessandro Ortis and Francesca Trenta and Lorenzo Ascari and Maria Politi and Consolata Siniscalco},
url = {https://ieeexplore.ieee.org/abstract/document/9190776},
year = {2020},
date = {2020-05-15},
booktitle = {2020 IEEE International Conference on Image Processing (ICIP)},
pages = {2456--2460},
organization = {IEEE},
keywords = {dataset, pollen, segmentation},
pubstate = {forthcoming},
tppubtype = {conference}
}
|
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. Links | BibTeX | Tags: @article{ortis2020smoking,
title = {A Report on Smoking Detection and Quitting Technologies},
author = {Ortis, A., Caponnetto, P., Polosa, R., Urso, S., Battiato, S.},
url = {https://www.mdpi.com/1660-4601/17/7/2614/pdf},
doi = {10.3390/ijerph17072614},
issn = {1660-4601},
year = {2020},
date = {2020-04-10},
journal = {International Journal of Environmental Research and Public Health (IJERPH)},
volume = {17},
number = {7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ortis, Alessandro, Giovanni Maria Farinella,; Sebastiano Battiato.
Survey on Visual Sentiment Analysis Journal Article IET Image Processing, pp. 1-19, 2020, ISSN: 1751-9659. Links | BibTeX | Tags: @article{ortis2020survey,
title = {Survey on Visual Sentiment Analysis},
author = {Ortis, Alessandro, Giovanni Maria Farinella, and Sebastiano Battiato.
},
url = {https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2019.1270},
doi = {10.1049/iet-ipr.2019.1270},
issn = {1751-9659},
year = {2020},
date = {2020-01-28},
journal = {IET Image Processing},
pages = {1-19},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Abstract | Links | BibTeX | Tags: @article{ortis2020sentiment,
title = {Exploiting objective text description of images for visual sentiment analysis},
author = {Alessandro Ortis, Giovanni Maria Farinella, Giovanni Torrisi and Sebastiano Battiato },
doi = {10.1007/s11042-019-08312-7},
issn = {1573-7721},
year = {2020},
date = {2020-01-07},
journal = {Multimedia Tools and Applications},
pages = {1-24},
abstract = {This paper addresses the problem of Visual Sentiment Analysis focusing on the estimation of the polarity of the sentiment evoked by an image. Starting from an embedding approach which exploits both visual and textual features, we attempt to boost the contribution of each input view. We propose to extract and employ an Objective Text description of images rather than the classic Subjective Text provided by the users (i.e., title, tags and image description) which is extensively exploited in the state of the art to infer the sentiment associated to social images. Objective Text is obtained from the visual content of the images through recent deep learning architectures which are used to classify object, scene and to perform image captioning. Objective Text features are then combined with visual features in an embedding space obtained with Canonical Correlation Analysis. The sentiment polarity is then inferred by a supervised Support Vector Machine. During the evaluation, we compared an extensive number of text and visual features combinations and baselines obtained by considering the state of the art methods. Experiments performed on a representative dataset of 47235 labelled samples demonstrate that the exploitation of Objective Text helps to outperform state-of-the-art for sentiment polarity estimation.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
This paper addresses the problem of Visual Sentiment Analysis focusing on the estimation of the polarity of the sentiment evoked by an image. Starting from an embedding approach which exploits both visual and textual features, we attempt to boost the contribution of each input view. We propose to extract and employ an Objective Text description of images rather than the classic Subjective Text provided by the users (i.e., title, tags and image description) which is extensively exploited in the state of the art to infer the sentiment associated to social images. Objective Text is obtained from the visual content of the images through recent deep learning architectures which are used to classify object, scene and to perform image captioning. Objective Text features are then combined with visual features in an embedding space obtained with Canonical Correlation Analysis. The sentiment polarity is then inferred by a supervised Support Vector Machine. During the evaluation, we compared an extensive number of text and visual features combinations and baselines obtained by considering the state of the art methods. Experiments performed on a representative dataset of 47235 labelled samples demonstrate that the exploitation of Objective Text helps to outperform state-of-the-art for sentiment polarity estimation. |
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. BibTeX | Tags: @inproceedings{battiato2020benchmarking,
title = {Benchmarking of computer vision algorithms for driver monitoring on automotive-grade devices},
author = {Sebastiano Battiato and Sabrina Conoci and Roberto Leotta and Alessandro Ortis and Francesco Rundo and Francesca Trenta},
year = {2020},
date = {2020-01-01},
booktitle = {2020 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE)},
pages = {1--6},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @article{allegra2020review,
title = {A review on food recognition technology for health applications},
author = {Dario Allegra and Sebastiano Battiato and Alessandro Ortis and Salvatore Urso and Riccardo Polosa},
year = {2020},
date = {2020-01-01},
journal = {Health Psychology Research},
volume = {8},
number = {3},
publisher = {Open Medical Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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.). BibTeX | Tags: @patent{farinella2020method,
title = {Metodo di assistenza virtuale relativo dispositivo e sistema},
author = {Giovanni Maria Farinella and Antonino Furnari and Francesco Ragusa and Emanuele Ragusa and Giuseppe Sorbello and Antonino Lopes and Luciano Santo and Marina Samarotto and Bartolo Scarso and Edoardo Scarso},
year = {2020},
date = {2020-01-01},
note = {Patent Application number 102020000027759, filling date: 19/11/2020, Università degli Studi di Catania, Xenia Progetti S.R.L., Morpheos S.R.L.},
keywords = {},
pubstate = {published},
tppubtype = {patent}
}
|
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. Links | BibTeX | Tags: @article{orlando2020egocentric,
title = {Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data},
author = {Santi Orlando and Antonino Furnari and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/SimulatedEgocentricNavigations/},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX | Tags: @article{RagusaPRL,
title = {EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision},
author = {Francesco Ragusa and Antonino Furnari and Sebastiano Battiato and Giovanni Signorello and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EGO-CH/},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX | Tags: @article{orlando2020egocentricb,
title = {Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data},
author = {Santi Orlando and Antonino Furnari and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/SimulatedEgocentricNavigations/},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX | Tags: @article{RagusaPRLb,
title = {EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision},
author = {Francesco Ragusa and Antonino Furnari and Sebastiano Battiato and Giovanni Signorello and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EGO-CH/},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. BibTeX | Tags: @inproceedings{rotondo2020anticipating,
title = {Anticipating Activity from Multimodal Signals},
author = {Tiziana Rotondo and Giovanni Maria Farinella and Davide Giacalone and Sebastiano Mauro Strano and Valeria Tomaselli and Sebastiano Battiato},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Pattern Recognition (ICPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{ragusa_ICPR2020,
title = {Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data},
author = {Francesco Ragusa and Daniele Di Mauro and Alfio Palermo and Antonino Furnari and Giovanni Maria Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Pattern Recognition (ICPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX | Tags: @inproceedings{orlando2020virtual,
title = {Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites},
author = {Santi Orlando and Antonino Furnari and Giovanni Maria Farinella.},
url = {https://iplab.dmi.unict.it/DomainAdaptationLocalization/},
year = {2020},
date = {2020-01-01},
booktitle = {Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX | Tags: @inproceedings{rosano2020navigation,
title = {On Embodied Visual Navigation in Real Environments Through Habitat},
author = {Marco Rosano and Antonino Furnari and Luigi Gulino and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EmbodiedVN/},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Pattern Recognition (ICPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Giovanni Pasqualino; Antonino Furnari; Giovanni Maria Farinella Unsupervised Domain Adaptation for Object Detection in Cultural Sites Inproceedings International Conference on Pattern Recognition (ICPR), 2020. Links | BibTeX | Tags: @inproceedings{pasqualino2020unsupervised,
title = {Unsupervised Domain Adaptation for Object Detection in Cultural Sites},
author = {Giovanni Pasqualino and Antonino Furnari and Giovanni Maria Farinella},
url = {https://iplab.dmi.unict.it/EGO-CH-OBJ-ADAPT/},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Pattern Recognition (ICPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{camporese2020knowledge,
title = {Knowledge Distillation for Action Anticipation via Label Smoothing},
author = {Guglielmo Camporese and Pasquale Coscia and Antonino Furnari and Giovanni Maria Farinella and Lamberto Ballan},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Pattern Recognition (ICPR)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{ragusa2020mbzirc,
title = {The UNICT-TEAM vision modules for the Mohamed Bin Zayed International Robotics Challenge 2020},
author = {Sebastiano Battiato and Luciano Cantelli and Fabio D'Urso and Giovanni Maria Farinella and Luca Guarnera and Dario Calogero Guastella and Rosario Leonardi and Alessia Li Noce and Giovanni Muscato and Alessio Piazza and Francesco Ragusa and Corrado Santoro and Giuseppe Sutera and Antonino Zappalà.},
year = {2020},
date = {2020-01-01},
booktitle = {Mohamed Bin Zayed International Robotics Competition Symposium (MBZIRC)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{moller2020face,
title = {Face Analysis and Body LanguageUnderstanding from Egocentric Cameras},
author = {Sebastiano Battiato1 Aki Härmä Ronja Möller Antonino Furnari1 and Giovanni Maria Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{rodin2020scene,
title = {Scene Understanding and InteractionAnticipation from First Person Vision},
author = {Ivan Rodin and Antonino Furnari and Dimitrios Mavroeidis and Giovanni Maria Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{rosano2020comparison,
title = {A Comparison of Visual Navigation Approaches Based on Localization
and Reinforcement Learning in Virtual and Real Environments},
author = {Marco Rosano and Antonino Furnari and Luigi Gulino and Giovanni Maria Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{pasqualino2020b,
title = {Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data},
author = {Giovanni Pasqualino and Stefano Scafiti and Antonino Furnari and Giovanni Maria Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Computer Vision Theory and Applications (VISAPP)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{pappalardo2020detection,
title = {On the Detection of Colorectal Polyps with Hierarchical Fine-Tuning},
author = {G Pappalardo and G M Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA)},
pages = {1--5},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. BibTeX | Tags: @inproceedings{pappalardo2020temporal,
title = {On the Exploitation of Temporal Redundancy to Improve Polyp Detection in Colonoscopy},
author = {G Pappalardo and D Allegra and F Stanco and G M Farinella},
year = {2020},
date = {2020-01-01},
booktitle = {Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS 2020)},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @article{rundo2019machine,
title = {Machine learning for quantitative finance applications: A survey},
author = {Francesco Rundo and Francesca Trenta and Agatino Luigi di Stallo and Sebastiano Battiato},
editor = {Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/2076-3417/9/24/5574},
doi = {https://doi.org/10.3390/app9245574},
year = {2019},
date = {2019-12-17},
journal = {Applied Sciences},
volume = {9},
number = {24},
pages = {5574},
keywords = {financial domain, machine learning, time-series},
pubstate = {published},
tppubtype = {article}
}
|
A. Ortis, G. M. Farinella; S. Battiato Predicting Social Image Popularity Dynamics at Time Zero Journal Article IEEE Access, 2019, ISSN: 2169-3536. Links | BibTeX | Tags: @article{Ortis2019predicting,
title = {Predicting Social Image Popularity Dynamics at Time Zero},
author = {A. Ortis, G. M. Farinella and S. Battiato},
url = {https://ieeexplore.ieee.org/document/8902084},
issn = {2169-3536},
year = {2019},
date = {2019-11-15},
journal = {IEEE Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Francesco Guarnera, Dario Allegra, Oliver Giudice, Filippo Stanco, Sebastiano Battiato A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint Conference 2019 IEEE International Conference on Image Processing (ICIP), 2019. Links | BibTeX | Tags: Paper fingerprint, Retrieval, Secure document @conference{Guarnera2019,
title = {A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint},
author = {Francesco Guarnera, Dario Allegra, Oliver Giudice, Filippo Stanco, Sebastiano Battiato},
editor = {IEEE},
url = {http://iplab.dmi.unict.it/iplab/wp-content/uploads/2023/09/A_New_Study_On_Wood_Fibers_Textures_Documents_Authentication_Through_LBP_Fingerprint-2.pdf},
doi = {10.1109/ICIP.2019.8803502},
year = {2019},
date = {2019-09-22},
booktitle = {2019 IEEE International Conference on Image Processing (ICIP)},
keywords = {Paper fingerprint, Retrieval, Secure document},
pubstate = {published},
tppubtype = {conference}
}
|
