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Bag-of-words model in computer vision

Known as: Bag of visual words, Bag of features model in computer vision, Bag of visual words model 
In computer vision, the bag-of-words model (BoW model) can be applied to image classification, by treating image features as words. In document… 
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18 relations
AdaBoostBag-of-words modelComputer visionConfusion matrix

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Fast Binary Coding for the Scene Classification of High-Resolution Remote Sensing Imagery
Scene classification of high-resolution remote sensing (HRRS) imagery is an important task in the intelligent processing of… 
2016
2016
Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images
In this paper, we apply and evaluate a modified Gaussian-test-based hierarchical clustering method for high-resolution satellite… 
2014
2014
Fast online learning algorithm for landmark recognition based on BoW framework
In this paper, we propose a fast online learning framework for landmark recognition based on single hidden layer feedforward… 
2014
2014
Integrated visual vocabulary in latent Dirichlet allocation–based scene classification for IKONOS image
Abstract Scene classification based on latent Dirichlet allocation (LDA) is a more general modeling method known as a bag of… 
2013
2013
Signature matching distance for content-based image retrieval
We propose a simple yet effective approach to content-based image retrieval: the signature matching distance. While recent… 
2013
2013
3D object retrieval via range image queries in a bag-of-visual-words context
3D object retrieval based on range image queries that represent partial views of real 3D objects is presented. The complete 3D… 
2012
2012
Selecting Key Poses on Manifold for Pairwise Action Recognition
In action recognition, bag of visual words based approaches have been shown to be successful, for which the quality of codebook… 
2012
2012
Internet traffic classification based on bag-of-words model
Interest in traffic classification has dramatically grown in the past few years in both industry and academia. As more and more… 
2010
2010
Bag of visual words revisited: an exploratory study on robust image retrieval exploiting fuzzy codebooks
Visual information retrieval systems have gained importance due to the increasing amount of available digital multimedia data… 
2009
2009
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval
It is a challenging and important task to retrieve images from a large and highly varied image data set based on their visual… 
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