Emanuele Torti

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Parallel Algorithm

Top Venues

Microprocess. Microsystems

J. Real Time Image Process.

Publications

Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel León, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez, Gustavo Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. CoRR (2024)
Marco La Salvia, Emanuele Torti, Elisa Marenzi, Giovanni Danese, Francesco Leporati
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging. J. Supercomput. 80 (11) (2024)
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Francesco Leporati
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19. J. Real Time Image Process. 21 (4) (2024)
Bernardo Petracchi, Emanuele Torti, Elisa Marenzi, Francesco Leporati
Acceleration of Hyperspectral Skin Cancer Image Classification through Parallel Machine-Learning Methods. Sensors 24 (5) (2024)
Bernardo Petracchi, Marco Gazzoni, Emanuele Torti, Elisa Marenzi, Francesco Leporati
Machine Learning-Based Classification of Skin Cancer Hyperspectral Images. KES (2023)
Emanuele Torti, Elisa Marenzi, Giovanni Danese, Antonio J. Plaza, Francesco Leporati
Spatial-Spectral Feature Extraction With Local Covariance Matrix From Hyperspectral Images Through Hybrid Parallelization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
An Attention-Based Parallel Algorithm for Hyperspectral Skin Cancer Classification on Low-Power GPUs. DSD (2023)
Domenico Ragusa, Antonio J. Rodríguez-Almeida, Stephan Nolting, Emanuele Torti, Himar Fabelo, Ingo Hoyer, Alexander Utz, Gustavo Marrero Callicó, Francesco Leporati
Acceleration of a CNN-based Heart Sound Segmenter: Implementation on Different Platforms Targeting a Wearable Device. DSD (2023)
Beatriz Martínez-Vega, Mariia Tkachenko, Marianne Matkabi, Samuel Ortega, Himar Fabelo, Francisco Balea-Fernández, Marco La Salvia, Emanuele Torti, Francesco Leporati, Gustavo Marrero Callicó, Claire Chalopin
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis. Sensors 22 (22) (2022)
Marco La Salvia, Emanuele Torti, Marco Gazzoni, Elisa Marenzi, Raquel León, Samuel Ortega, Himar Fabelo, Gustavo Marrero Callicó, Francesco Leporati
Attention-based Skin Cancer Classification Through Hyperspectral Imaging. DSD (2022)
Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Beatriz Martínez-Vega, Gustavo Marrero Callicó, Francesco Leporati
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application. Sensors 22 (16) (2022)
Marco La Salvia, Emanuele Torti, Raquel León, Himar Fabelo, Samuel Ortega, Francisco Balea-Fernández, Beatriz Martínez-Vega, Irene Castaño, Pablo Almeida, Gregorio Carretero, Javier A. Hernández, Gustavo Marrero Callicó, Francesco Leporati
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images. Sensors 22 (19) (2022)
Elisa Marenzi, Emanuele Torti, Giovanni Danese, Francesco Leporati
FPGA High Level Synthesis for the classification of skin tumors with hyperspectral images. MECO (2022)
Marco La Salvia, Gianmarco Secco, Emanuele Torti, Giordana Florimbi, Luca Guido, Paolo Lago, Francesco Salinaro, Stefano Perlini, Francesco Leporati
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification. Comput. Biol. Medicine 136 (2021)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Francesco Leporati
Granular layEr Simulator: Design and Multi-GPU Simulation of the Cerebellar Granular Layer. Frontiers Comput. Neurosci. 15 (2021)
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
A low power and real-time hardware recurrent neural network for time series analysis on wearable devices. Microprocess. Microsystems 87 (2021)
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Samuel Ortega, Margarita Marrero-Martin, Gustavo Marrero Callicó, Giovanni Danese, Francesco Leporati
Towards Real-Time Computing of Intraoperative Hyperspectral Imaging for Brain Cancer Detection Using Multi-GPU Platforms. IEEE Access 8 (2020)
Emanuele Torti, Cristina D'Amato, Giovanni Danese, Francesco Leporati
An Hardware Recurrent Neural Network for Wearable Devices. DSD (2020)
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
Embedding Recurrent Neural Networks in Wearable Systems for Real-Time Fall Detection. Microprocess. Microsystems 71 (2019)
Emanuele Torti, Beatrice Marcinnò, Renzo Vanna, Carlo Morasso, Francesca Picotti, Laura Villani, Francesco Leporati
Automatic and Unsupervised Identification of Specific Biochemical Features from Raman Mapping Data. DSD (2019)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
Exploiting multi-core and many-core architectures for efficient simulation of biologically realistic models of Golgi cells. J. Parallel Distributed Comput. 126 (2019)
Raquel Lazcano, Daniel Madroñal, Giordana Florimbi, Jaime Sancho, Sergio Sánchez Ramírez, Raquel Leon, Himar Fabelo, Samuel Ortega, Emanuele Torti, Rubén Salvador, Margarita Marrero-Martin, Francesco Leporati, Eduardo Juárez Martínez, Gustavo Marrero Callicó, César Sanz
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications. IEEE Access 7 (2019)
Emanuele Torti, Mirto Musci, Federico Guareschi, Francesco Leporati, Marco Piastra
Deep Recurrent Neural Networks for Edge Monitoring of Personal Risk and Warning Situations. Sci. Program. 2019 (2019)
Emanuele Torti, Stefano Masoli, Giordana Florimbi, Egidio D'Angelo, Marta Ticli, Francesco Leporati
GPU Parallelization of Realistic Purkinje Cells with Complex Morphology. PDP (2019)
Emanuele Torti, Alessandro Fontanella, Antonio Plaza
Parallel real-time virtual dimensionality estimation for hyperspectral images. J. Real Time Image Process. 14 (4) (2018)
Emanuele Torti, Alessandro Fontanella, Mirto Musci, Nicola Blago, Danilo Pau, Francesco Leporati, Marco Piastra
Embedded Real-Time Fall Detection with Deep Learning on Wearable Devices. DSD (2018)
Giordana Florimbi, Himar Fabelo, Emanuele Torti, Raquel Lazcano, Daniel Madroñal, Samuel Ortega, Rubén Salvador, Francesco Leporati, Giovanni Danese, Abelardo Báez-Quevedo, Gustavo Marrero Callicó, Eduardo Juárez, César Sanz, Roberto Sarmiento
Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images. Sensors 18 (7) (2018)
Emanuele Torti, Alessandro Fontanella, Giordana Florimbi, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
Acceleration of brain cancer detection algorithms during surgery procedures using GPUs. Microprocess. Microsystems 61 (2018)
Alessandro Fontanella, Elisa Marenzi, Emanuele Torti, Giovanni Danese, Antonio Plaza, Francesco Leporati
A suite of parallel algorithms for efficient band selection from hyperspectral images. J. Real Time Image Process. 15 (3) (2018)
Emanuele Torti, Camilla Cividini, Alessandro Gatti, Giovanni Danese, Francesco Leporati, Himar Fabelo, Samuel Ortega, Gustavo Marrero Callicó
The HELICoiD Project: Parallel SVM for Brain Cancer Classification. DSD (2017)
Elisa Marenzi, Emanuele Torti, Francesco Leporati, Eduardo Quevedo, Gustavo Marrero Callicó
Block matching super-resolution parallel GPU implementation for computational imaging. IEEE Trans. Consumer Electron. 63 (4) (2017)
Emanuele Torti, D. Koliopoulos, M. Matraxia, Giovanni Danese, Francesco Leporati
Custom FPGA processing for real-time fetal ECG extraction and identification. Comput. Biol. Medicine 80 (2017)
Giordana Florimbi, Emanuele Torti, Giovanni Danese, Francesco Leporati
High Performant Simulations of Cerebellar Golgi Cells Activity. PDP (2017)
Pietro Canale, Alessandro Fontanella, Emanuele Torti, Giovanni Danese, Francesco Leporati
Development of a real-time heart rate estimation algorithm on a low-power device. MECO (2017)
Emanuele Torti, Giovanni Danese, Francesco Leporati, Antonio Plaza
A Hybrid CPU-GPU Real-Time Hyperspectral Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Giordana Florimbi, Emanuele Torti, Stefano Masoli, Egidio D'Angelo, Giovanni Danese, Francesco Leporati
The Human Brain Project: Parallel technologies for biologically accurate simulation of Granule cells. Microprocess. Microsystems 47 (2016)
Egidio D'Angelo, Giovanni Danese, Giordana Florimbi, Francesco Leporati, Alessandra Majani, Stefano Masoli, Sergio Solinas, Emanuele Torti
The Human Brain Project: High Performance Computing for Brain Cells Hw/Sw Simulation and Understanding. DSD (2015)
Emanuele Torti, Marco Acquistapace, Giovanni Danese, Francesco Leporati, Antonio Plaza
Real-Time Identification of Hyperspectral Subspaces. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
A. Barberis, Giovanni Danese, Francesco Leporati, Antonio Plaza, Emanuele Torti
Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)