Lucia Vadicamo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 58

Top Topics

Video Retrieval

Convolutional Neural Network

Top Venues

Publications

Konstantin Schall, Werner Bailer, Kai Uwe Barthel, Fabio Carrara, Jakub Lokoc, Ladislav Peska, Klaus Schoeffmann, Lucia Vadicamo, Claudio Vairo
Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition. Int. J. Multim. Inf. Retr. 13 (2) (2024)
Mbasa Joaquim Molo, Emanuele Carlini, Luca Ciampi, Claudio Gennaro, Lucia Vadicamo
Teacher-Student Models for AI Vision at the Edge: A Car Parking Case Study. VISIGRAPP (4): VISAPP (2024)
Lucia Vadicamo, Rahel Arnold, Werner Bailer, Fabio Carrara, Cathal Gurrin, Nico Hezel, Xinghan Li, Jakub Lokoc, Sebastian Lubos, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Klaus Schöffmann, Florian Spiess, Minh-Triet Tran, Stefanos Vrochidis
Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12 (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
Will VISIONE Remain Competitive in Lifelog Image Search? LSC@ICMR (2024)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024. MMM (4) (2024)
Richard Connor, Alan Dearle, Ben Claydon, Lucia Vadicamo
Correlations of Cross-Entropy Loss in Machine Learning. Entropy 26 (6) (2024)
Richard Connor, Lucia Vadicamo
: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. 55 (5) (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR (2023)
Richard Connor, Lucia Vadicamo
nSimplex Zen: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces. CoRR (2023)
Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato
Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2023. MMM (1) (2023)
Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
Induced permutations for approximate metric search. Inf. Syst. 119 (2023)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE for newbies: an easier-to-use video retrieval system. CBMI (2023)
Jakub Lokoc, Stelios Andreadis, Werner Bailer, Aaron Duane, Cathal Gurrin, Zhixin Ma, Nicola Messina, Thao-Nhu Nguyen, Ladislav Peska, Luca Rossetto, Loris Sauter, Konstantin Schall, Klaus Schoeffmann, Omar Shahbaz Khan, Florian Spiess, Lucia Vadicamo, Stefanos Vrochidis
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multim. Syst. 29 (6) (2023)
Luca Ciampi, Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Marco Di Benedetto, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
AIMH Lab 2022 Activities for Vision. Ital-IA (2023)
Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato
Social and hUman ceNtered XR. Ital-IA (2023)
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
MOBDrone: a Drone Video Dataset for Man OverBoard Rescue. CoRR (2022)
Donato Cafarelli, Luca Ciampi, Lucia Vadicamo, Claudio Gennaro, Andrea Berton, Marco Paterni, Chiara Benvenuti, Mirko Passera, Fabrizio Falchi
MOBDrone: A Drone Video Dataset for Man OverBoard Rescue. ICIAP (2) (2022)
Jakub Lokoc, Werner Bailer, Kai Uwe Barthel, Cathal Gurrin, Silvan Heller, Björn Þór Jónsson, Ladislav Peska, Luca Rossetto, Klaus Schoeffmann, Lucia Vadicamo, Stefanos Vrochidis, Jiaxin Wu
A Task Category Space for User-Centric Comparative Multimedia Search Evaluations. MMM (1) (2022)
Silvan Heller, Viktor Gsteiger, Werner Bailer, Cathal Gurrin, Björn Þór Jónsson, Jakub Lokoc, Andreas Leibetseder, Frantisek Mejzlík, Ladislav Peska, Luca Rossetto, Konstantin Schall, Klaus Schoeffmann, Heiko Schuldt, Florian Spiess, Ly-Duyen Tran, Lucia Vadicamo, Patrik Veselý, Stefanos Vrochidis, Jiaxin Wu
Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown. Int. J. Multim. Inf. Retr. 11 (1) (2022)
Lucia Vadicamo, Alan Dearle, Richard Connor
On the Expected Exclusion Power of Binary Partitions for Metric Search. SISAP (2022)
Richard Connor, Alan Dearle, Lucia Vadicamo
Investigating Binary Partition Power in Metric Query. SEBD (2022)
Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
Approximate Nearest Neighbor Search on Standard Search Engines. SISAP (2022)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2022. MMM (2) (2022)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
VISIONE at Video Browser Showdown 2021. MMM (2) (2021)
Lucia Vadicamo, Richard Connor, Edgar Chávez
Query filtering using two-dimensional local embeddings. Inf. Syst. 101 (2021)
Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato
Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. 95 (2021)
Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
On Generalizing Permutation-Based Representations for Approximate Search. SISAP (2021)
Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR (2021)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging 7 (5) (2021)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Large-scale instance-level image retrieval. Inf. Process. Manag. 57 (6) (2020)
Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD (2020)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. CoRR (2020)
Lucia Vadicamo, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search. SISAP (2019)
Richard Connor, Alan Dearle, Lucia Vadicamo
Modelling String Structure in Vector Spaces. SEBD (2019)
Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
An Image Retrieval System for Video. SISAP (2019)
Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
VISIONE at VBS2019. MMM (2) (2019)
Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
Supermetric search. Inf. Syst. 80 (2019)
Edgar Chávez, Richard Connor, Lucia Vadicamo
Query Filtering with Low-Dimensional Local Embeddings. SISAP (2019)
Lucia Vadicamo, Vladimir Mic, Fabrizio Falchi, Pavel Zezula
Metric Embedding into the Hamming Space with the n-Simplex Projection. SISAP (2019)
Giuseppe Amato, Edgar Chávez, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection. SISAP (2018)
Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
Aggregating binary local descriptors for image retrieval. Multim. Tools Appl. 77 (5) (2018)
Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula
Selecting Sketches for Similarity Search. ADBIS (2018)
Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
Supermetric Search. CoRR (2017)
Richard Connor, Lucia Vadicamo, Fausto Rabitti
High-Dimensional Simplexes for Supermetric Search. SISAP (2017)
Richard Connor, Lucia Vadicamo, Fausto Rabitti
High-Dimensional Simplexes for Supermetric Search. CoRR (2017)
Richard Connor, Franco Alberto Cardillo, Lucia Vadicamo, Fausto Rabitti
Hilbert Exclusion: Improved Metric Search through Finite Isometric Embeddings. ACM Trans. Inf. Syst. 35 (3) (2017)
Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi
Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops (2017)
Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector. ACM Journal on Computing and Cultural Heritage 9 (4) (2016)
Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
How Effective Are Aggregation Methods on Binary Features?. VISIGRAPP (4: VISAPP) (2016)
Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
Supermetric Search with the Four-Point Property. SISAP (2016)
Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
Aggregating Binary Local Descriptors for Image Retrieval. CoRR (2016)
Richard Connor, Franco Alberto Cardillo, Lucia Vadicamo, Fausto Rabitti
Hilbert Exclusion: Improved Metric Search through Finite Isometric Embeddings. CoRR (2016)
Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval. IIR (2016)
Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing. SISAP (2016)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. VISIGRAPP (4: VISAPP) (2016)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. CoRR (2016)
Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
Visual Recognition in the EAGLE Project. IIR (2015)
Paolo Bolettieri, Vittore Casarosa, Fabrizio Falchi, Lucia Vadicamo, Philippe Martineau, Silvia Orlandi, Raffaella Santucci
Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device. SISAP (2015)
Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search. SISAP (2014)