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Texture Classification

7 papers with code · Computer Vision

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PCANet: A Simple Deep Learning Baseline for Image Classification?

14 Apr 2014Ldpe2G/PCANet

In this work, we propose a very simple deep learning network for image classification which comprises only the very basic data processing components: cascaded principal component analysis (PCA), binary hashing, and block-wise histograms.

FACE RECOGNITION FACE VERIFICATION IMAGE CLASSIFICATION OBJECT RECOGNITION TEXTURE CLASSIFICATION

Using Filter Banks in Convolutional Neural Networks for Texture Classification

12 Jan 2016v-andrearczyk/caffe-TCNN

Its architecture is indeed well suited to object analysis by learning and classifying complex (deep) features that represent parts of an object or the object itself.

OBJECT DETECTION SPEECH RECOGNITION TEXTURE CLASSIFICATION

Wavelet Convolutional Neural Networks for Texture Classification

24 Jul 2017shinfj/WaveletCNN_for_TextureClassification

We propose a novel CNN architecture, wavelet CNNs, which integrates a spectral analysis into CNNs.

IMAGE CLASSIFICATION TEXTURE CLASSIFICATION

FWLBP: A Scale Invariant Descriptor for Texture Classification

10 Jan 2018swalpa/FWLBP

In this paper we propose a novel texture descriptor called Fractal Weighted Local Binary Pattern (FWLBP).

TEXTURE CLASSIFICATION

Spatio-spectral networks for color-texture analysis

13 Sep 2019scabini/ssn

Texture is one of the most-studied visual attribute for image characterization since the 1960s.

TEXTURE CLASSIFICATION

Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition

13 Jul 2018CVRL/domain-specific-BSIF-for-iris-recognition

One important point is that all applications of BSIF in iris recognition have used the original BSIF filters, which were trained on image patches extracted from natural images.

DOMAIN ADAPTATION EYE TRACKING IRIS RECOGNITION TEXTURE CLASSIFICATION