Tactile texture refers to the tangible feel of a surface and visual texture refers to see the
shape or contents of the image. In the image processing, the texture can be defined as a …

Texture analysis describes a variety of image analysis techniques that quantify the variation
in intensity and pattern. This paper provides an overview of several texture analysis …

Texture is a fundamental characteristic of many types of images, and texture representation
is one of the essential and challenging problems in computer vision and pattern recognition …

Local binary patterns (LBP) are considered among the most computationally efficient high-
performance texture features. However, the LBP method is very sensitive to image noise and …

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 …

A rigid-motion scattering computes adaptive invariants along translations and rotations, with
a deep convolutional network. Convolutions are calculated on the rigid-motion group, with …

Automated defect inspection has long been a challenging task especially in industrial
applications, where collecting and labeling large amounts of defective samples are usually …

An affine invariant representation is constructed with a cascade of invariants, which
preserves information for classification. A joint translation and rotation invariant …

This paper presents a novel single-image super-resolution (SR) procedure, which upscales
a given low-resolution (LR) input image to a high-resolution image while preserving the …

Original Local Binary Pattern (LBP) descriptor has two obvious demerits, ie, it is sensitive to
noise, and sometimes it tends to characterize different structural patterns with the same …