Lucia Vadicamo

74 papers A* 1B 20C 2Journal 29Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decentralized edge learning: A comparative study of distillation strategies and dissimilarity measures. Future Gener. Comput. Syst. Mbasa Joaquim Molo, Lucia Vadicamo, Claudio Gennaro, Emanuele Carlini
2026	B	`ed.`	Similarity Search and Applications - 18th International Conference, SISAP 2025, Reykjavik, Iceland, October 1-3, 2025, Proceedings SISAP Giuseppe Amato, Vladimir Mic, Agma J. M. Traina, Nicola Messina, Laurent Amsaleg, Gylfi Þór Guðmundsson, Björn Þór Jónsson, Lucia Vadicamo
2025	B	`conf`	A Comparative Demonstration of Relevance Feedback Methods for Image Retrieval. SISAP Francesca Scotti, Lucia Vadicamo, Giuseppe Amato, Fabio Carrara
2025	—	`conf`	Comparative Analysis of Relevance Feedback Techniques for Image Retrieval. MMM (1) Lucia Vadicamo, Francesca Scotti, Alan Dearle, Richard Connor
2025	J	`jnl`	The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-2024. IEEE Access Allie Tran, Werner Bailer, Duc-Tien Dang-Nguyen, Graham Healy, Steve Hodges, Björn Þór Jónsson, Luca Rossetto, Klaus Schoeffmann, Minh-Triet Tran, Lucia Vadicamo, Cathal Gurrin
2025	J	`jnl`	The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24. CoRR Allie Tran, Werner Bailer, Duc-Tien Dang-Nguyen, Graham Healy, Steve Hodges, Björn Þór Jónsson, Luca Rossetto, Klaus Schoeffmann, Minh-Triet Tran, Lucia Vadicamo, Cathal Gurrin
2025	—	`conf`	Towards Identity-Aware Cross-Modal Retrieval: A Dataset and a Baseline. ECIR (1) Nicola Messina, Lucia Vadicamo, Leo Maltese, Claudio Gennaro
2025	J	`jnl`	Training-free sparse representations of dense vectors for scalable information retrieval. Inf. Syst. Fabio Carrara, Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
2024	J	`jnl`	Correlations of Cross-Entropy Loss in Machine Learning. Entropy Richard Connor, Alan Dearle, Ben Claydon, Lucia Vadicamo
2024	B	`conf`	Demonstrating the Efficacy of Polyadic Queries. SISAP Ben Claydon, Richard Connor, Alan Dearle, Lucia Vadicamo
2024	J	`jnl`	Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 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
2024	B	`conf`	Information Dissimilarity Measures in Decentralized Knowledge Distillation: A Comparative Analysis. SISAP Mbasa Joaquim Molo, Lucia Vadicamo, Emanuele Carlini, Claudio Gennaro, Richard Connor
2024	J	`jnl`	Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition. Int. J. Multim. Inf. Retr. Konstantin Schall, Werner Bailer, Kai Uwe Barthel, Fabio Carrara, Jakub Lokoc, Ladislav Peska, Klaus Schoeffmann, Lucia Vadicamo, Claudio Vairo
2024	A*	`conf`	Multimedia Information Retrieval in XR. ACM Multimedia Rahel Arnold, Werner Bailer, Ralph Gasser, Björn Þór Jónsson, Omar Shahbaz Khan, Heiko Schuldt, Florian Spiess, Lucia Vadicamo
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
2024	J	`jnl`	Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline. CoRR Nicola Messina, Lucia Vadicamo, Leo Maltese, Claudio Gennaro
2024	—	`conf`	VISIONE 5.0: Enhanced User Interface and AI Models for VBS2024. MMM (4) Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2024	—	`conf`	Will VISIONE Remain Competitive in Lifelog Image Search? LSC@ICMR Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023	J	`jnl`	A Leap among Quantum Computing and Quantum Neural Networks: A Survey. ACM Comput. Surv. Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
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	J	`jnl`	Induced permutations for approximate metric search. Inf. Syst. Lucia Vadicamo, Giuseppe Amato, Claudio Gennaro
2023	J	`jnl`	Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multim. Syst. 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
2023	—	`conf`	Social and hUman ceNtered XR. Ital-IA Claudio Vairo, Marco Callieri, Fabio Carrara, Paolo Cignoni, Marco Di Benedetto, Claudio Gennaro, Daniela Giorgi, Gianpaolo Palma, Lucia Vadicamo, Giuseppe Amato
2023	—	`conf`	VISIONE at Video Browser Showdown 2023. MMM (1) Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023	C	`conf`	VISIONE for newbies: an easier-to-use video retrieval system. CBMI Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023	B	`conf`	VISIONE: A Large-Scale Video Retrieval System with Advanced Search Functionalities. ICMR Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2023	B	`conf`	Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval. SISAP Fabio Carrara, Claudio Gennaro, Lucia Vadicamo, Giuseppe Amato
2023	J	`jnl`	nSimplex Zen: A Novel Dimensionality Reduction for Euclidean and Hilbert Spaces. CoRR Richard Connor, Lucia Vadicamo
2022	—	`conf`	A Task Category Space for User-Centric Comparative Multimedia Search Evaluations. MMM (1) 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
2022	B	`conf`	Approximate Nearest Neighbor Search on Standard Search Engines. SISAP Fabio Carrara, Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
2022	J	`jnl`	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. 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
2022	—	`conf`	Investigating Binary Partition Power in Metric Query. SEBD Richard Connor, Alan Dearle, Lucia Vadicamo
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	B	`conf`	On the Expected Exclusion Power of Binary Partitions for Metric Search. SISAP Lucia Vadicamo, Alan Dearle, Richard Connor
2022	—	`conf`	VISIONE at Video Browser Showdown 2022. MMM (2) Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2021	J	`jnl`	A Leap among Entanglement and Neural Networks: A Quantum Survey. CoRR Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe Amato, Fabrizio Falchi
2021	B	`conf`	On Generalizing Permutation-Based Representations for Approximate Search. SISAP Lucia Vadicamo, Claudio Gennaro, Giuseppe Amato
2021	J	`jnl`	Query filtering using two-dimensional local embeddings. Inf. Syst. Lucia Vadicamo, Richard Connor, Edgar Chávez
2021	J	`jnl`	Re-ranking via local embeddings: A use case with permutation-based indexing and the nSimplex projection. Inf. Syst. Lucia Vadicamo, Claudio Gennaro, Fabrizio Falchi, Edgar Chávez, Richard Connor, Giuseppe Amato
2021	J	`jnl`	The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. J. Imaging Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2021	—	`conf`	VISIONE at Video Browser Showdown 2021. MMM (2) Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo
2020	J	`jnl`	Large-scale instance-level image retrieval. Inf. Process. Manag. Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2020	—	`conf`	Scalar Quantization-Based Text Encoding for Large Scale Image Retrieval. SEBD Giuseppe Amato, Fabio Carrara, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti, Lucia Vadicamo
2020	B	`ed.`	Similarity Search and Applications - 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 - October 2, 2020, Proceedings SISAP Shin'ichi Satoh, Lucia Vadicamo, Arthur Zimek, Fabio Carrara, Ilaria Bartolini, Martin Aumüller, Björn Þór Jónsson, Rasmus Pagh
2020	J	`jnl`	The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval. CoRR Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2019	B	`conf`	An Image Retrieval System for Video. SISAP Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2019	B	`conf`	Metric Embedding into the Hamming Space with the n-Simplex Projection. SISAP Lucia Vadicamo, Vladimir Mic, Fabrizio Falchi, Pavel Zezula
2019	—	`conf`	Modelling String Structure in Vector Spaces. SEBD Richard Connor, Alan Dearle, Lucia Vadicamo
2019	B	`conf`	Query Filtering with Low-Dimensional Local Embeddings. SISAP Edgar Chávez, Richard Connor, Lucia Vadicamo
2019	B	`conf`	SPLX-Perm: A Novel Permutation-Based Representation for Approximate Metric Search. SISAP Lucia Vadicamo, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
2019	J	`jnl`	Supermetric search. Inf. Syst. Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
2019	—	`conf`	VISIONE at VBS2019. MMM (2) Giuseppe Amato, Paolo Bolettieri, Fabio Carrara, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo, Claudio Vairo
2018	J	`jnl`	Aggregating binary local descriptors for image retrieval. Multim. Tools Appl. Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2018	—	`—`	Enhancing Content-Based Image Retrieval Using Aggregation of Binary Features, Deep Learning, and Supermetric Search. Lucia Vadicamo
2018	B	`conf`	Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection. SISAP Giuseppe Amato, Edgar Chávez, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2018	C	`conf`	Selecting Sketches for Similarity Search. ADBIS Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula
2017	—	`conf`	Cross-Media Learning for Image Sentiment Analysis in the Wild. ICCV Workshops Lucia Vadicamo, Fabio Carrara, Andrea Cimino, Stefano Cresci, Felice Dell'Orletta, Fabrizio Falchi, Maurizio Tesconi
2017	B	`conf`	High-Dimensional Simplexes for Supermetric Search. SISAP Richard Connor, Lucia Vadicamo, Fausto Rabitti
2017	J	`jnl`	High-Dimensional Simplexes for Supermetric Search. CoRR Richard Connor, Lucia Vadicamo, Fausto Rabitti
2017	J	`jnl`	Hilbert Exclusion: Improved Metric Search through Finite Isometric Embeddings. ACM Trans. Inf. Syst. Richard Connor, Franco Alberto Cardillo, Lucia Vadicamo, Fausto Rabitti
2017	J	`jnl`	Supermetric Search. CoRR Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
2016	J	`jnl`	Aggregating Binary Local Descriptors for Image Retrieval. CoRR Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2016	—	`conf`	Combining Fisher Vector and Convolutional Neural Networks for Image Retrieval. IIR Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
2016	B	`conf`	Deep Permutations: Deep Convolutional Neural Networks and Permutation-Based Indexing. SISAP Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	J	`jnl`	Hilbert Exclusion: Improved Metric Search through Finite Isometric Embeddings. CoRR Richard Connor, Franco Alberto Cardillo, Lucia Vadicamo, Fausto Rabitti
2016	—	`conf`	How Effective Are Aggregation Methods on Binary Features?. VISIGRAPP (4: VISAPP) Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2016	B	`conf`	Supermetric Search with the Four-Point Property. SISAP Richard Connor, Lucia Vadicamo, Franco Alberto Cardillo, Fausto Rabitti
2016	—	`conf`	Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. VISIGRAPP (4: VISAPP) Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	J	`jnl`	Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. CoRR Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
2016	J	`jnl`	Visual Recognition of Ancient Inscriptions Using Convolutional Neural Network and Fisher Vector. ACM Journal on Computing and Cultural Heritage Giuseppe Amato, Fabrizio Falchi, Lucia Vadicamo
2015	B	`conf`	Searching the EAGLE Epigraphic Material Through Image Recognition via a Mobile Device. SISAP Paolo Bolettieri, Vittore Casarosa, Fabrizio Falchi, Lucia Vadicamo, Philippe Martineau, Silvia Orlandi, Raffaella Santucci
2015	—	`conf`	Visual Recognition in the EAGLE Project. IIR Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
2014	B	`conf`	Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search. SISAP Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo