A comprehensive taxonomy of dynamic texture representation

TT Nguyen, TP Nguyen - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
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 …

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 …

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 …

Robust volumetric texture classification of magnetic resonance images of the brain using local frequency descriptor

R Maani, S Kalra, YH Yang - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
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 …

Randomized neural network based signature for dynamic texture classification

JJMS Junior, LC Ribas, OM Bruno - Expert Systems with Applications, 2019 - Elsevier
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 …

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 …

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 …

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 …

Dynamical textures modeling via joint video dictionary learning

X Wei, Y Li, H Shen, F Chen… - … on Image Processing, 2017 - ieeexplore.ieee.org
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 …

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 …