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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.
Highly Cited
2018
Highly Cited
2018
Graph-based bag-of-words for classification
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… 
Highly Cited
2015
Highly Cited
2015
Human action recognition via multi-task learning base on spatial-temporal feature
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… 
2013
2013
Social Cues in Group Formation and Local Interactions for Collective Activity Analysis
This paper presents a novel and efficient framework for group activity analysis. People in a scene can be intuitively represented… 
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… 
Highly Cited
2011
Highly Cited
2011
Browsing Heterogeneous Document Collections by a Segmentation-Free Word Spotting Method
In this paper, we present a segmentation-free word spotting method that is able to deal with heterogeneous document image… 
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
The University of Amsterdam's Concept Detection System at ImageCLEF 2009
Our group within the University of Amsterdam participated in the large-scale visual concept detection task of ImageCLEF 2009. Our… 
Highly Cited
2008
Highly Cited
2008
Augmenting Wikipedia with Named Entity Tags
Wikipedia is the largest organized knowledge repository on the Web, increasingly employed by natural language processing and… 
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