Golden Retriever-Image Retrieval Engine

Library and frontend engine for performing Image Retrieval tasks.

Status: Alpha

Brought to you by: xultimatex

Downloads: 0 This Week

Last Update: 2016-11-26

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The GRire library is a light-weight but complete framework for implementing CBIR (Content Based Image Retrieval) methods. Currently, the main objective of the project is the implementation of BOVW (Bag of Visual Words) methods so, apart from the image analysis tools, it offers methods from the field of IR (Information Retrieval), e.g. weighting models such as SMART and Okapi, adjusted to meet the Image Retrieval perspective.

The purpose of the project is to help developers create and distribute their methods and test the performance of their BOVW systems in actual databases with minimum effort and without having to deal with every aspect of the model.

Please cite:
Lazaros T. Tsochatzidis, Chryssanthi Iakovidou, Savvas A. Chatzichristofis, and Yiannis S. Boutalis. 2013. Golden retriever: a Java based open source image retrieval engine. In Proceedings of the 21st ACM International Conference on Multimedia (MM ’13).

Features

Variety of feature extractors, clustering algorithms and weighting schemes.
Easy-to-use Indexing and Querying procedures
Very easily extensible with plugin system
Fast and efficient disk database
Frontent GUI using JavaFX

Project Samples

Golden Retriever-Image Retrieval Engine Screenshot 1

Quering

ImagePool

Features Pool

The codebook

The index

Project Activity

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License

GNU General Public License version 3.0 (GPLv3)

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Programming Language

Registered

2012-04-28

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