Valeria Tomaselli

According to our database, Valeria Tomaselli authored at least 35 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

µ-FF: On-Device Forward-Forward Training Algorithm for Microcontrollers.

Fabrizio De Vita, Rawan M. A. Nawaiseh, Dario Bruneo, Valeria Tomaselli, Marco Lattuada, Mirko Falchetto

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

2022

On-Device Training of Deep Learning Models on Edge Microcontrollers.

Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Mirko Falchetto

Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications.

Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Intra-Annual Sentinel-2 Time-Series Supporting Grassland Habitat Discrimination.

Cristina Tarantino, Luigi Forte, Palma Blonda, Saverio Vicario, Valeria Tomaselli, Carl Beierkuhnlein, Maria Adamo

Remote. Sens., 2021

Porting deep neural networks on the edge via dynamic K-means compression: A case study of plant disease detection.

Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Davide Giacalone, Sajal K. Das

Pervasive Mob. Comput., 2021

A Low-Cost, Low-Power and Real-Time Image Detector for Grape Leaf Esca Disease Based on a Compressed CNN.

Laura Falaschetti, Lorenzo Manoni, Romel Calero Fuentes Rivera, Danilo Pau, Gianfranco Romanazzi, Oriana Silvestroni, Valeria Tomaselli, Claudio Turchetti

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

A QKeras Neural Network Zoo for Deeply Quantized Imaging.

Francesco Loro, Danilo Pau, Valeria Tomaselli

Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

2020

Knowledge-Based Classification of Grassland Ecosystem Based on Multi-Temporal WorldView-2 Data and FAO-LCCS Taxonomy.

Maria Adamo, Valeria Tomaselli, Cristina Tarantino, Saverio Vicario, Giuseppe Veronico, Richard Lucas, Palma Blonda

Remote. Sens., 2020

Quantitative Analysis of Deep Leaf: a Plant Disease Detector on the Smart Edge.

Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Davide Giacalone, Sajal K. Das

Proceedings of the IEEE International Conference on Smart Computing, 2020

1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications.

Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Anticipating Activity from Multimodal Signals.

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

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Real-Time Thermal Face Identification System for Low Memory Vision Applications Using CNN.

Rami Reddy Devaram, Alessandro Ortis, Sebastiano Battiato, Arcangelo Ranieri Bruna, Valeria Tomaselli

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Adaptive low cost algorithm for video stabilization.

Giuseppe Spampinato, Arcangelo Bruna, Filippo Naccari, Valeria Tomaselli

Multim. Tools Appl., 2019

Action Anticipation from Multimodal Data.

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

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Intelligent Recognition of TCP Intrusions for Embedded Micro-controllers.

Remi Varenne, Jean Michel Delorme, Emanuele Plebani, Danilo Pau, Valeria Tomaselli

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Learning to Rank Food Images.

Dario Allegra, Daniela Erba, Giovanni Maria Farinella, Giovanni Grazioso, Paolo Danilo Maci, Filippo Stanco, Valeria Tomaselli

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Reducing Complexity of 3D Indoor Object Detection.

Roberta Maisano, Valeria Tomaselli, Alessandro Capra, Francesco Longo, Antonio Puliafito

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

2017

Complexity and Accuracy of Hand-Crafted Detection Methods Compared to Convolutional Neural Networks.

Valeria Tomaselli, Emanuele Plebani, Mauro Strano, Danilo Pau

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

Food vs Non-Food Classification.

Francesco Ragusa, Valeria Tomaselli, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella

Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

Advanced feature based digital video stabilization.

Giuseppe Spampinato, Arcangelo Ranieri Bruna, Ivana Guarneri, Valeria Tomaselli

Proceedings of the IEEE 6th International Conference on Consumer Electronics - Berlin, 2016

The Orlando Project: A 28 nm FD-SOI Low Memory Embedded Neural Network ASIC.

Giuseppe Desoli, Valeria Tomaselli, Emanuele Plebani, Giulio Urlini, Danilo Pau, Viviana D'Alto, Tommaso Majo, Fabio De Ambroggi, Thomas Boesch, Surinder Pal Singh, Elio Guidetti, Nitin Chawla

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Representing scenes for real-time context classification on mobile devices.

Giovanni Maria Farinella, Daniele Ravì, Valeria Tomaselli, Mirko Guarnera, Sebastiano Battiato

Pattern Recognit., 2015

Satellite Earth observation data to identify anthropogenic pressures in selected protected areas.

Harini Nagendra, Paola Mairota, Carmela Marangi, Richard M. Lucas, Panayotis Dimopoulos, João Pradinho Honrado, Madhura Niphadkar, Caspar A. Mücher, Valeria Tomaselli, Maria Panitsa, Cristina Tarantino, Ioannis Manakos, Palma Blonda

Int. J. Appl. Earth Obs. Geoinformation, 2015

Combined use of expert knowledge and earth observation data for the land cover mapping of an Italian grassland area: An EODHaM system application.

Maria Adamo, Cristina Tarantino, Richard M. Lucas, Valeria Tomaselli, Antonio Sigismondi, Paola Mairota, Palma Blonda

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

A rule-based classification methodology to handle uncertainty in habitat mapping employing evidential reasoning and fuzzy logic.

Zisis I. Petrou, Vasiliki Kosmidou, Ioannis Manakos, Tania Stathaki, Maria Adamo, Cristina Tarantino, Valeria Tomaselli, Palma Blonda, Maria Petrou

Pattern Recognit. Lett., 2014

Personal Shopping Assistance and Navigator System for Visually Impaired People.

Paul Chippendale, Valeria Tomaselli, Viviana D'Alto, Giulio Urlini, Carla Maria Modena, Stefano Messelodi, Sebastiano Mauro Strano, Günter Alce, Klas Hermodsson, Mathieu Razafimahazo, Thibaud Michel, Giovanni Maria Farinella

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Land cover to habitat map translation: Disambiguation rules based on Earth Observation data.

Maria Adamo, Cristina Tarantino, Vasiliki Kosmidou, Zisis I. Petrou, Ioannis Manakos, Richard M. Lucas, Valeria Tomaselli, Caspar A. Mücher, Palma Blonda

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Low complexity smile detection technique for mobile devices.

Valeria Tomaselli, Mirko Guarnera, Claudio Marchisio, Simone Moro

Proceedings of the Image Processing: Machine Vision Applications VI, 2013

2012

Colored noise reduction for embedded devices.

Valeria Tomaselli, Mirko Guarnera, Gregory Roffet

Proceedings of the IEEE Second International Conference on Consumer Electronics - Berlin, 2012

Instant Scene Recognition on Mobile Platform.

Sebastiano Battiato, Giovanni Maria Farinella, Mirko Guarnera, Daniele Ravì, Valeria Tomaselli

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

On the performances of computer vision algorithms on mobile platforms.

Sebastiano Battiato, Giovanni Maria Farinella, Enrico Messina, Giovanni Puglisi, Daniele Ravì, Alessandro Capra, Valeria Tomaselli

Proceedings of the Digital Photography VIII, 2012

2010

Adaptive color demosaicing and false color removal.

Mirko Guarnera, Giuseppe Messina, Valeria Tomaselli

J. Electronic Imaging, 2010

A signature analysis based method for elliptical shape.

Ivana Guarneri, Mirko Guarnera, Giuseppe Messina, Valeria Tomaselli

Proceedings of the Digital Photography VI, 2010

2009

False colors removal on the YCr-Cb color space.

Valeria Tomaselli, Mirko Guarnera, Giuseppe Messina

Proceedings of the Digital Photography V, 2009

2006

Fast Noise Level Estimation using a Convergent Multiframe Approach.

Angelo Bosco, Arcangelo Bruna, Stewart Smith, Valeria Tomaselli

Proceedings of the International Conference on Image Processing, 2006