A comprehensive taxonomy of dynamic texture representation
Representing dynamic textures (DTs) plays an important role in many real implementations
in the computer vision community. Due to the turbulent and non-directional motions of DTs …
in the computer vision community. Due to the turbulent and non-directional motions of DTs …
A complex network approach for dynamic texture recognition
WN Gonçalves, BB Machado, OM Bruno - Neurocomputing, 2015 - Elsevier
In this paper, we propose a novel approach for dynamic texture representation based on
complex networks. In the proposed approach, each pixel of the video is mapped into a node …
complex networks. In the proposed approach, each pixel of the video is mapped into a node …
Characterization and recognition of dynamic textures based on the 2d+ t curvelet transform
S Dubois, R Péteri, M Ménard - Signal, Image and Video Processing, 2015 - Springer
The research context of this article is the recognition and description of dynamic textures. In
image processing, the wavelet transform has been successfully used for characterizing static …
image processing, the wavelet transform has been successfully used for characterizing static …
Robust volumetric texture classification of magnetic resonance images of the brain using local frequency descriptor
This paper presents a method for robust volumetric texture classification. It also proposes 2D
and 3D gradient calculation methods designed to be robust to imaging effects and artifacts …
and 3D gradient calculation methods designed to be robust to imaging effects and artifacts …
Randomized neural network based signature for dynamic texture classification
Dynamic texture analysis has been the focus of intensive research in recent years. Thus, this
paper presents an innovative and highly discriminative dynamic texture analysis method …
paper presents an innovative and highly discriminative dynamic texture analysis method …
Spatiotemporal gabor filters: a new method for dynamic texture recognition
WN Gonçalves, BB Machado, OM Bruno - arXiv preprint arXiv:1201.3612, 2012 - arxiv.org
This paper presents a new method for dynamic texture recognition based on spatiotemporal
Gabor filters. Dynamic textures have emerged as a new field of investigation that extends the …
Gabor filters. Dynamic textures have emerged as a new field of investigation that extends the …
Dynamic texture analysis and segmentation using deterministic partially self-avoiding walks
WN Gonçalves, OM Bruno - Expert Systems with Applications, 2013 - Elsevier
Dynamic texture is a recent field of investigation that has received growing attention from
computer vision community in the last years. These patterns are moving texture in which the …
computer vision community in the last years. These patterns are moving texture in which the …
Dynamic texture classification using directional binarized random features
X Zhao, F Xu, Y Ma, Z Liu, M Deng, US Khan… - IEEE …, 2023 - ieeexplore.ieee.org
Dynamic texture description has been studied extensively due to its wide applications in the
field of computer vision. Local binary pattern (LBP) and its various variants account for a …
field of computer vision. Local binary pattern (LBP) and its various variants account for a …
Dynamical textures modeling via joint video dictionary learning
Video representation is an important and challenging task in the computer vision community.
In this paper, we consider the problem of modeling and classifying video sequences of …
In this paper, we consider the problem of modeling and classifying video sequences of …
Decomposition of dynamic textures using morphological component analysis
S Dubois, R Péteri, M Ménard - IEEE transactions on circuits …, 2011 - ieeexplore.ieee.org
The research context of this paper is dynamic texture analysis and characterization. Many
dynamic textures can be modeled as large scale propagating wavefronts and local …
dynamic textures can be modeled as large scale propagating wavefronts and local …