Texture feature extraction methods: A survey

A Humeau-Heurtier - IEEE access, 2019 - ieeexplore.ieee.org
Texture analysis is used in a very broad range of fields and applications, from texture
classification (eg, for remote sensing) to segmentation (eg, in biomedical imaging), passing …

Local binary features for texture classification: Taxonomy and experimental study

L Liu, P Fieguth, Y Guo, X Wang, M Pietikäinen - Pattern Recognition, 2017 - Elsevier
Abstract Local Binary Patterns (LBP) have emerged as one of the most prominent and
widely studied local texture descriptors. Truly a large number of LBP variants has been …

局部二进制模式方法综述

刘丽, 谢毓湘, 魏迎梅, 老松杨 - 中国图象图形学报, 2014 - cjig.cn
目的局部二进制模式(LBP) 是一种理论简单, 计算高效的非参数局部纹理特征描述子.
由于其具有较高的特征鉴别力和较低的计算复杂度, 因此近期获得了越来越多的关注 …

Fusion of color histogram and LBP-based features for texture image retrieval and classification

P Liu, JM Guo, K Chamnongthai, H Prasetyo - Information Sciences, 2017 - Elsevier
Abstract The Local Binary Pattern (LBP) operator and its variants play an important role as
the image feature extractor in the textural image retrieval and classification. The LBP-based …

LETRIST: Locally encoded transform feature histogram for rotation-invariant texture classification

T Song, H Li, F Meng, Q Wu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Classifying texture images, especially those with significant rotation, illumination, scale, and
viewpoint changes, is a fundamental and challenging problem in computer vision. This …

[PDF][PDF] Multi-Level Fusion in Ultrasound for Cancer Detection Based on Uniform LBP Features.

DQ Zeebaree, AM Abdulazeez… - … Materials & Continua, 2021 - cdn.techscience.cn
Collective improvement in the acceptable or desirable accuracy level of breast cancer image-
related pattern recognition using various schemes remains challenging. Despite the …

CT radiomics to predict high‐risk intraductal papillary mucinous neoplasms of the pancreas

J Chakraborty, A Midya, L Gazit, M Attiyeh… - Medical …, 2018 - Wiley Online Library
Purpose Intraductal papillary mucinous neoplasms (IPMN s) are radiographically visible
precursor lesions of pancreatic cancer. Despite standard criteria for assessing risk, only 18 …

Extended local binary patterns for face recognition

L Liu, P Fieguth, G Zhao, M Pietikäinen, D Hu - Information Sciences, 2016 - Elsevier
This paper presents a simple and novel, yet highly effective approach for robust face
recognition. Using LBP-like descriptors based on local accumulated pixel differences …

Bark texture classification using improved local ternary patterns and multilayer neural network

S Fekri-Ershad - Expert Systems with Applications, 2020 - Elsevier
Tree identification is one of the areas that are regarded by researchers. It is done by human
expert with high cost. Experts believe that tree bark has a high relation with species in …

Rock lithological classification by hyperspectral, range 3D and color images

FJ Galdames, CA Perez, PA Estévez… - … and Intelligent Laboratory …, 2019 - Elsevier
Mine operations in the future will require automatic rock characterization at many different
stages, since it can be used to supervise and optimize various processes in the laboratory …