Giuseppe Amato

Best Publications

• Similarity Search: The Metric Space Approach

  Pavel Zezula;Giuseppe Amato;Vlastislav Dohnal;Michal Batko

  1330
  Citations

• Deep learning for decentralized parking lot occupancy detection

  Giuseppe Amato;Fabio Carrara;Fabrizio Falchi;Claudio Gennaro

  425
  Citations

• Similarity Search: The Metric Space Approach (Advances in Database Systems)

  Unknown

  384
  Citations

• Car parking occupancy detection using smart camera networks and Deep Learning

  Giuseppe Amato;Fabio Carrara;Fabrizio Falchi;Claudio Gennaro

  230
  Citations

• User Profile Modeling and Applications to Digital Libraries

  Giuseppe Amato;Umberto Straccia

  198
  Citations

• Approximate similarity retrieval with M-trees

  Pavel Zezula;Pasquale Savino;Giuseppe Amato;Fausto Rabitti

  162
  Citations

• Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders

  Nicola Messina;Giuseppe Amato;Andrea Esuli;Fabrizio Falchi

  148
  Citations

• Approximate similarity search in metric spaces using inverted files

  Giuseppe Amato;Pasquale Savino

  144
  Citations

• Detection of images with adult content for parental control on mobile devices

  Giuseppe Amato;Paolo Bolettieri;Gabriele Costa;Francesco la Torre

  97
  Citations

• Region proximity in metric spaces and its use for approximate similarity search

  Giuseppe Amato;Fausto Rabitti;Pasquale Savino;Pavel Zezula

  89
  Citations

• Milos: A Multimedia Content Management System for Digital Library Applications

  Giuseppe Amato;Claudio Gennaro;Fausto Rabitti;Pasquale Savino

  89
  Citations

• MI-File: using inverted files for scalable approximate similarity search

  Giuseppe Amato;Claudio Gennaro;Pasquale Savino

  82
  Citations

• kNN based image classification relying on local feature similarity

  Giuseppe Amato;Fabrizio Falchi

  80
  Citations

• MOCCA: Multi-Layer One-Class Classification for Anomaly Detection.

  Fabio Valerio Massoli;Fabrizio Falchi;Alperen Kantarci;Seymanur Akti

  76
  Citations

• Cross-resolution learning for Face Recognition

  Fabio Valerio Massoli;Giuseppe Amato;Fabrizio Falchi

  72
  Citations

• Tree Signatures for XML Querying and Navigation

  Pavel Zezula;Giuseppe Amato;Franca Debole;Fausto Rabitti

  69
  Citations

• Transformer Reasoning Network for Image- Text Matching and Retrieval

  Nicola Messina;Fabrizio Falchi;Andrea Esuli;Giuseppe Amato

  66
  Citations

• Adversarial Examples Detection in Features Distance Spaces

  Fabio Carrara;Rudy Becarelli;Roberto Caldelli;Fabrizio Falchi

  63
  Citations

• Detection of Face Recognition Adversarial Attacks

  Fabio Valerio Massoli;Fabio Carrara;Giuseppe Amato;Fabrizio Falchi

  56
  Citations

• An approach to content-based image retrieval based on the Lucene search engine library

  Claudio Gennaro;Giuseppe Amato;Paolo Bolettieri;Pasquale Savino

  54
  Citations