Luca Ciampi

According to our database, Luca Ciampi authored at least 37 papers between 2015 and 2024.

Collaborative distances:

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

2024

In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach.

Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

SN Comput. Sci., October, 2024

Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging.

Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi

CoRR, 2024

Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting.

Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi

CoRR, 2024

Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study.

Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps.

Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa

Ecol. Informatics, December, 2023

A deep learning-based dataset of WFA-positive perineuronal nets and parvalbumin neurons localizations in the adult mouse brain.

Leonardo Lupori, Valentino Totaro, Sara Cornuti, Luca Ciampi, Fabio Carrara, Edda Grilli, Aurelia Viglione, Francesca Tozzi, Elena Putignano, Raffaele Mazziotti, Giuseppe Amato, Claudio Gennaro, Paola Tognini, Tommaso Pizzorusso

Dataset, May, 2023

Pest Sticky Traps: a dataset for Whitefly Pest Population Density Estimation in Chromotropic Sticky Traps.

Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa

Dataset, April, 2023

CrowdSim2: An Open Synthetic Benchmark for Object Detectors.

Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

AIMH Lab 2022 Activities for Vision.

Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo

Proceedings of the Italia Intelligenza Artificiale, 2023

AIMH Lab 2022 Activities for Healthcare.

Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

Proceedings of the Italia Intelligenza Artificiale, 2023

Unsupervised Domain Adaptation for Video Violence Detection in the Wild.

Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking.

Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods.

Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

A brain-wide, annotated dataset of WFA-positive perineuronal nets and parvalbumin neurons in the adult mouse brain.

Leonardo Lupori, Valentino Totaro, Sara Cornuti, Luca Ciampi, Fabio Carrara, Edda Grilli, Aurelia Viglione, Francesca Tozzi, Elena Putignano, Raffaele Mazziotti, Giuseppe Amato, Claudio Gennaro, Paola Tognini, Tommaso Pizzorusso

Dataset, December, 2022

Bus Violence: a large-scale benchmark for video violence detection in public transport.

Pawel Foszner, Michal Staniszewski, Agnieszka Szczesna, Michal Cogiel, Dominik Golba, Luca Ciampi, Nicola Messina, Claudio Gennaro, Fabrizio Falchi, Giuseppe Amato, Gianluca Serao

Dataset, September, 2022

Night and Day Instance Segmented Park (NDISPark) Dataset: a Collection of Images taken by Day and by Night for Vehicle Detection, Segmentation and Counting in Parking Areas.

Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato

Dataset, May, 2022

MOBDrone: a large-scale drone-view dataset for man overboard detection.

Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi

Dataset, February, 2022

Deep Learning Techniques for Visual Counting.

Luca Ciampi

PhD thesis, 2022

Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.

Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato

Sensors, 2022

Learning to count biological structures with raters' uncertainty.

Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro

Medical Image Anal., 2022

Multi-camera vehicle counting using edge-AI.

Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato

Expert Syst. Appl., 2022

An embedded toolset for human activity monitoring in critical environments.

Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

Expert Syst. Appl., 2022

Deep Learning Techniques for Visual Counting.

Luca Ciampi

CoRR, 2022

Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images.

Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

A Spatio- Temporal Attentive Network for Video-Based Crowd Counting.

Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina

Proceedings of the IEEE Symposium on Computers and Communications, 2022

MOBDrone: A Drone Video Dataset for Man OverBoard Rescue.

Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images.

Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro

Dataset, October, 2021

Domain Adaptation for Traffic Density Estimation.

Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper).

Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

2020

Virtual to Real Adaptation of Pedestrian Detectors.

Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

Sensors, 2020

Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.

Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato

CoRR, 2020

Unsupervised vehicle counting via multiple camera domain adaptation.

Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato

Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

2019

Counting Vehicles with Deep Learning in Onboard UAV Imagery.

Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Learning Pedestrian Detection from Virtual Worlds.

Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina

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

2018

Counting Vehicles with Cameras.

Luca Ciampi, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Wireless Smart Camera Network for Parking Monitoring.

Giuseppe Amato, Paolo Bolettieri, Davide Moroni, Fabio Carrara, Luca Ciampi, Gabriele Pieri, Claudio Gennaro, Giuseppe Riccardo Leone, Claudio Vairo

Proceedings of the IEEE Globecom Workshops, 2018

2015

Bridging the gap between high school and University studies for student with disability.

Luca Ciampi, Alfonso Curreri, Massimiliano Donati, Luca Fanucci, Federica Gorrasi, Stefano Landucci, Paolo Mancarella, Fiammetta Savoia

Proceedings of the Assistive Technology, 2015