Welcome to Database and Image Group


About Us

The ICMC/USP Databases and Images Group (GBDI) in São Carlos works on the development of techniques and tools to store, index, retrieve, and analyze large sets of complex data. Its main focus is on complex data increasingly stored in Database Management Systems, including audio, time series, genomic sequences, and especially images. With regard to images, the Group is particularly interested in the analysis and efficient retrieval of medical exam images. Therefore, the main activities of GBDI are:

  • Image feature extraction and comparison
  • Indexing of complex data
  • Selectivity estimation and cost modeling
  • Similarity queries in databases
  • Data mining and analysis of complex data
  • Information visualization in large complex datasets

The main research areas are:

  • Image and Database Management Systems (IDBMS)
  • Content-Based Image Storage and Retrieval (CBIR)
  • Indexing and query optimization for similarity retrieval
  • Picture Archiving and Communication Systems (PACS)
  • Health and medical information systems
  • Complex data mining
  • Visual data mining
  • Complex data integration
  • Data provenance
  • Data warehousing
  • Vertical and horizontal data fragmentation

Members

Agma Juci Machado Traina

Agma Juci Machado Traina

Caetano Traina Júnior

Caetano Traina Júnior

Cristina Dutra de Aguiar Ciferri

Cristina Dutra de Aguiar Ciferri

Elaine Parros Machado de Sousa

Elaine Parros Machado de Sousa

José Fernando Rodrigues Júnior

José Fernando Rodrigues Júnior

Jean Roberto Ponciano

Jean Roberto Ponciano

Lucas Pascotti Valem

Lucas Pascotti Valem

Mirela Teixeira Cazzolato

Mirela Teixeira Cazzolato