Content-Based Image Retrieval Techniques

The focus of this cluster is on content-based methods for retrieving images based on their visual features. It encompasses developments in systems that allow for searching by image or video content.

content-based
image retrieval
visual features
multimedia
search techniques
query by content
feature extraction

20,328 papers

Parent topic: Information Retrieval and Filtering

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Papers Over Time

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Top Papers

Content-based Image Retrieval At The End Of The Early Years

2000 · 4,199 citations

Query By Image And Video Content: The QBIC System

1995 · 2,246 citations

Image Retrieval

2008 · 2,173 citations

Object Retrieval With Large Vocabularies And Fast Spatial Matching

2007 · 2,071 citations

Iterative Quantization: A Procrustean Approach To Learning Binary Codes For Large-Scale Image Retrieval

2013 · 1,383 citations

Image Retrieval: Current Techniques, Promising Directions, And Open Issues

1999 · 1,306 citations

Using Discriminant Eigenfeatures For Image Retrieval

1996 · 1,199 citations

A Survey Of Content-Based Image Retrieval With High-Level Semantics

2007 · 1,168 citations

Content-based Multimedia Information Retrieval

2006 · 1,085 citations

A Review Of Content-Based Image Retrieval Systems In Medical Applications—Clinical Benefits And Future Directions

2004 · 1,076 citations

Relevance Feedback: A Power Tool For Interactive Content-Based Image Retrieval

1998 · 1,049 citations

Lost In Quantization: Improving Particular Object Retrieval In Large Scale Image Databases

2008 · 1,046 citations

A New Approach To Cross-Modal Multimedia Retrieval

2010 · 926 citations

Three Things Everyone Should Know To Improve Object Retrieval

2012 · 806 citations

Framing Image Description As A Ranking Task: Data, Models And Evaluation Metrics

2013 · 740 citations

Recent Developments In openSMILE, The Munich Open-Source Multimedia Feature Extractor

2013 · 740 citations

Asymmetric Bagging And Random Subspace For Support Vector Machines-Based Relevance Feedback In Image Retrieval

2006 · 684 citations

Stacked Cross Attention For Image-Text Matching

2018 · 667 citations

Image Retrieval Using Scene Graphs

2015 · 632 citations

Neural Codes For Image Retrieval

2014 · 625 citations