Luca Ciampi

48 papers A 1C 2Journal 26Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey on class-agnostic counting: Advancements from reference-based to open-world text-guided approaches.
Comput. Vis. Image Underst.
Luca Ciampi, Ali Azmoudeh, Elif Ecem Akbaba, Erdi Saritas, Ziya Ata Yazici, Hazim Kemal Ekenel, Giuseppe Amato, Fabrizio Falchi
2026 J jnl
Neuro-Inspired Visual Pattern Recognition via Biological Reservoir Computing.
CoRR
Luca Ciampi, Ludovico Iannello, Fabrizio Tonelli, Gabriele Lagani, Angelo Di Garbo, Federico Cremisi, Giuseppe Amato
2025 J jnl
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches.
CoRR
Luca Ciampi, Ali Azmoudeh, Elif Ecem Akbaba, Erdi Saritas, Ziya Ata Yazici, Hazim Kemal Ekenel, Giuseppe Amato, Fabrizio Falchi
2025 J jnl
Comparison of Different Deep Neural Network Models in the Cultural Heritage Domain.
CoRR
Teodor Boyadzhiev, Gabriele Lagani, Luca Ciampi, Giuseppe Amato, Krassimira Ivanova
2025 J jnl
CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones.
CoRR
Giacomo Pacini, Lorenzo Bianchi, Luca Ciampi, Nicola Messina, Giuseppe Amato, Fabrizio Falchi
2025 — conf
From Neural Activity to Computation: Biological Reservoirs for Pattern Recognition in Digit Classification.
ICCVW
Ludovico Iannello, Luca Ciampi, Fabrizio Tonelli, Gabriele Lagani, Lucio Maria Calcagnile, Federico Cremisi, Angelo Di Garbo, Giuseppe Amato
2025 J jnl
From Neural Activity to Computation: Biological Reservoirs for Pattern Recognition in Digit Classification.
CoRR
Ludovico Iannello, Luca Ciampi, Fabrizio Tonelli, Gabriele Lagani, Lucio Maria Calcagnile, Federico Cremisi, Angelo Di Garbo, Giuseppe Amato
2025 J jnl
From Neurons to Computation: Biological Reservoir Computing for Pattern Recognition.
CoRR
Ludovico Iannello, Luca Ciampi, Gabriele Lagani, Fabrizio Tonelli, Eleonora Crocco, Lucio Maria Calcagnile, Angelo Di Garbo, Federico Cremisi, Giuseppe Amato
2025 J jnl
Learning Egocentric In-Hand Object Segmentation through Weak Supervision from Human Narrations.
CoRR
Nicola Messina, Rosario Leonardi, Luca Ciampi, Fabio Carrara, Giovanni Maria Farinella, Fabrizio Falchi, Antonino Furnari
2025 A conf
Mind the Prompt: A Novel Benchmark for Prompt-Based Class-Agnostic Counting.
WACV
Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi
2025 J jnl
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training.
CoRR
Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2024 — conf
A Biologically-Inspired Approach to Biomedical Image Segmentation.
ECCV Workshops (14)
Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2024 J jnl
Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical Imaging.
CoRR
Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi
2024 J jnl
In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach.
SN Comput. Sci.
Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024 J jnl
Mind the Prompt: A Novel Benchmark for Prompt-based Class-Agnostic Counting.
CoRR
Luca Ciampi, Nicola Messina, Matteo Pierucci, Giuseppe Amato, Marco Avvenuti, Fabrizio Falchi
2024 — conf
Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study.
VISIGRAPP (4): VISAPP
Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo
2023 J jnl
A deep learning-based pipeline for whitefly pest abundance estimation on chromotropic sticky traps.
Ecol. Informatics
Luca Ciampi, Valeria Zeni, Luca Incrocci, Angelo Canale, Giovanni Benelli, Fabrizio Falchi, Giuseppe Amato, Stefano Chessa
2023 — conf
AIMH Lab 2022 Activities for Healthcare.
Ital-IA
Fabio Carrara, Luca Ciampi, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023 — conf
AIMH Lab 2022 Activities for Vision.
Ital-IA
Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023 — conf
CrowdSim2: An Open Synthetic Benchmark for Object Detectors.
VISIGRAPP (5: VISAPP)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 J jnl
CrowdSim2: an Open Synthetic Benchmark for Object Detectors.
CoRR
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 — conf
Development of a Realistic Crowd Simulation Environment for Fine-Grained Validation of People Tracking Methods.
VISIGRAPP (1: GRAPP)
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 J jnl
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods.
CoRR
Pawel Foszner, Agnieszka Szczesna, Luca Ciampi, Nicola Messina, Adam Cygan, Bartosz Bizon, Michal Cogiel, Dominik Golba, Elzbieta Macioszek, Michal Staniszewski
2023 — conf
MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking.
ICIAP (1)
Luca Ciampi, Nicola Messina, Gaetano Emanuele Valenti, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2023 — conf
Unsupervised Domain Adaptation for Video Violence Detection in the Wild.
IMPROVE
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022 C conf
A Spatio- Temporal Attentive Network for Video-Based Crowd Counting.
ISCC
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2022 J jnl
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting.
CoRR
Marco Avvenuti, Marco Bongiovanni, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2022 J jnl
An embedded toolset for human activity monitoring in critical environments.
Expert Syst. Appl.
Marco Di Benedetto, Fabio Carrara, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022 J jnl
Bus Violence: An Open Benchmark for Video Violence Detection on Public Transport.
Sensors
Luca Ciampi, Pawel Foszner, Nicola Messina, Michal Staniszewski, Claudio Gennaro, Fabrizio Falchi, Gianluca Serao, Michal Cogiel, Dominik Golba, Agnieszka Szczesna, Giuseppe Amato
2022 — conf
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images.
VISIGRAPP (4: VISAPP)
Luca Ciampi, Fabio Carrara, Giuseppe Amato, Claudio Gennaro
2022 J jnl
Deep Learning Techniques for Visual Counting.
CoRR
Luca Ciampi
2022 — —
Deep Learning Techniques for Visual Counting.
Luca Ciampi
2022 J jnl
Learning to count biological structures with raters' uncertainty.
Medical Image Anal.
Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
2022 — conf
MOBDrone: A Drone Video Dataset for Man OverBoard Rescue.
ICIAP (2)
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
2022 J jnl
MOBDrone: a Drone Video Dataset for Man OverBoard Rescue.
CoRR
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
2022 J jnl
Multi-camera vehicle counting using edge-AI.
Expert Syst. Appl.
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
2021 — conf
Domain Adaptation for Traffic Density Estimation.
VISIGRAPP (5: VISAPP)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2021 J jnl
Multi-Camera Vehicle Counting Using Edge-AI.
CoRR
Luca Ciampi, Claudio Gennaro, Fabio Carrara, Fabrizio Falchi, Claudio Vairo, Giuseppe Amato
2021 — conf
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper).
SEBD
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2020 J jnl
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation.
CoRR
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2020 — conf
Unsupervised vehicle counting via multiple camera domain adaptation.
NeHuAI@ECAI
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2020 J jnl
Virtual to Real Adaptation of Pedestrian Detectors.
Sensors
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2020 J jnl
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities.
CoRR
Luca Ciampi, Nicola Messina, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2019 C conf
Counting Vehicles with Deep Learning in Onboard UAV Imagery.
ISCC
Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro
2019 — conf
Learning Pedestrian Detection from Virtual Worlds.
ICIAP (1)
Giuseppe Amato, Luca Ciampi, Fabrizio Falchi, Claudio Gennaro, Nicola Messina
2018 — conf
A Wireless Smart Camera Network for Parking Monitoring.
GLOBECOM Workshops
Giuseppe Amato, Paolo Bolettieri, Davide Moroni, Fabio Carrara, Luca Ciampi, Gabriele Pieri, Claudio Gennaro, Giuseppe Riccardo Leone, Claudio Vairo
2018 — conf
Counting Vehicles with Cameras.
SEBD
Luca Ciampi, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2015 — conf
Bridging the gap between high school and University studies for student with disability.
AAATE Conf.
Luca Ciampi, Alfonso Curreri, Massimiliano Donati, Luca Fanucci, Federica Gorrasi, Stefano Landucci, Paolo Mancarella, Fiammetta Savoia