Novel distributional visual-feature representations for image classification
AP López-Monroy, M Montes-y-Gómez… - Multimedia Tools and …, 2019 - Springer
Abstract The Bag-of-Visual-Words (BoVW) representation is a well known strategy to
approach many computer vision problems. The idea behind BoVW is similar to the Bag-of …
approach many computer vision problems. The idea behind BoVW is similar to the Bag-of …
Evolving weighting schemes for the bag of visual words
Abstract The Bag of Visual Words (BoVW) is an established representation in computer
vision. Taking inspiration from text mining, this representation has proved to be very effective …
vision. Taking inspiration from text mining, this representation has proved to be very effective …
Bag of ARSRG words (BoAw)
In recent years researchers have worked to understand image contents in computer vision.
In particular, the bag of visual words (BoVW) model, which describes images in terms of a …
In particular, the bag of visual words (BoVW) model, which describes images in terms of a …
Discriminative image representation for classification
Z Wu, S Wan, L Yue, R Sang - Intelligent Data analysis and its Applications …, 2014 - Springer
Abstract The Bag-of-visual Words (BoW) image representation is a classical method applied
for various problems in the fields of multimedia and computer vision. During the process of …
for various problems in the fields of multimedia and computer vision. During the process of …
What image classifiers really see–visualizing bag-of-visual words models
C Hentschel, H Sack - International Conference on Multimedia Modeling, 2015 - Springer
Abstract Bag-of-Visual-Words (BoVW) features which quantize and count local gradient
distributions in images similar to counting words in texts have proven to be powerful image …
distributions in images similar to counting words in texts have proven to be powerful image …
Language modeling for bag-of-visual words image categorization
In this paper, we propose two ways of improving image classification based on bag-of-words
representation [25]. Two shortcomings of this representation are the loss of the spatial …
representation [25]. Two shortcomings of this representation are the loss of the spatial …
Does one size really fit all? Evaluating classifiers in bag-of-visual-words classification
C Hentschel, H Sack - Proceedings of the 14th International Conference …, 2014 - dl.acm.org
Bag-of-Visual-Words (BoVW) features that quantize and count local gradient distributions in
images similar to counting words in texts have proven to be powerful image representations …
images similar to counting words in texts have proven to be powerful image representations …
Improving the BoVW via discriminative visual n-grams and MKL strategies
Abstract The Bag-of-Visual-Words (BoVW) representation has been widely used to
approach a number of different high-level computer vision tasks. The idea behind the BoVW …
approach a number of different high-level computer vision tasks. The idea behind the BoVW …
Learning hierarchical bag of words using naive bayes clustering
S Chandra, S Kumar, CV Jawahar - Asian Conference on Computer Vision, 2012 - Springer
Image analysis tasks such as classification, clustering, detection, and retrieval are only as
good as the feature representation of the images they use. Much research in computer …
good as the feature representation of the images they use. Much research in computer …
Informative visual words construction to improve bag of words image representation
Bag of visual words model has recently attracted much attention from computer vision
society because of its notable success in analysing images and exploring their content. This …
society because of its notable success in analysing images and exploring their content. This …