Detail publikace

VTApi: an Efficient Framework for Computer Vision Data Management and Analytics

Originální název

VTApi: an Efficient Framework for Computer Vision Data Management and Analytics

Anglický název

VTApi: an Efficient Framework for Computer Vision Data Management and Analytics

Jazyk

en

Originální abstrakt

VTApi is an open source application programming interface designed to fulfill the needs of specific distributed computer vision data and metadata management and analytic systems and to unify and accelerate their development. It is oriented towards processing and efficient management of image and video data and related metadata fortheir retrieval, analysis and mining with the special emphasis on their spatio-temporal nature in real-world conditions. VTApi is a free extensible framework based on progressive and scalable open source software as OpenCV for high- performance computer vision and data mining, PostgreSQL for efficient data management, indexing and retrieval extendedby similarity search and integrated with geography/spatio-temporal data manipulation.

Anglický abstrakt

VTApi is an open source application programming interface designed to fulfill the needs of specific distributed computer vision data and metadata management and analytic systems and to unify and accelerate their development. It is oriented towards processing and efficient management of image and video data and related metadata fortheir retrieval, analysis and mining with the special emphasis on their spatio-temporal nature in real-world conditions. VTApi is a free extensible framework based on progressive and scalable open source software as OpenCV for high- performance computer vision and data mining, PostgreSQL for efficient data management, indexing and retrieval extendedby similarity search and integrated with geography/spatio-temporal data manipulation.

BibTex


@inproceedings{BUT103486,
  author="Petr {Chmelař} and Martin {Pešek} and Tomáš {Volf} and Jaroslav {Zendulka} and Vojtěch {Fröml}",
  title="VTApi: an Efficient Framework for Computer Vision Data Management and Analytics",
  annote="VTApi is an open source application programming interface designed to fulfill the
needs of specific distributed computer vision data and metadata management and
analytic systems and to unify and accelerate their development. It is oriented
towards processing and efficient management of image and video data and related
metadata fortheir retrieval, analysis and mining with the special emphasis on
their spatio-temporal nature in real-world conditions. VTApi is a free extensible
framework based on progressive and scalable open source software as OpenCV for
high- performance computer vision and data mining, PostgreSQL for efficient data
management, indexing and retrieval extendedby similarity search and integrated
with geography/spatio-temporal data manipulation.",
  address="Springer London",
  booktitle="Advanced Concepts for Intelligent Vision Systems (ACIVS) - Proceedings of the 15th International Conference, ACIVS 2013",
  chapter="103486",
  doi="10.1007/978-3-319-02895-8_34",
  edition="Lecture Notes in Computer Science (LNCS), Volume 8192 2013",
  howpublished="print",
  institution="Springer London",
  year="2013",
  month="september",
  pages="378--388",
  publisher="Springer London",
  type="conference paper"
}