skJack / texture-analysis

The repository includes texture representation, recognition, segmentation and others of texture analysis.

texture-analysis

The repository includes texture representation, recognition, segmentation and others of texture analysis. Great thank for the pioneer researchers in texture analysis and other related fields! Previous work including reviews and other great work for texture analysis.

Authors: wan, sky

Latest review! From BoW to CNN: Two Decades of Texture Representation for Texture Classification

2019	2018	2017	2016	2015	2014	2013-

This work is in continuous progress and update. Any suggestiones and problems, email me: [e-mail]

Monthly updated pushed!

2019

Title	Conf/Journal	Code	Star	Field	Citation	Performance
From BoW to CNN: Two Decades of Texture Representation for Texture Classification	IJCV	code	*	review	14	*
Multiscale Feature-Clustering-Based Fully Convolutional Autoencoder for Fast Accurate Visual Inspection of Texture Surface Defects	IEEE TASE	code	*	review	0	*
Deep Multiple-Attribute-Perceived Network for Real-world Texture Recognition	ICCV	code	*	review	0	*

2018

Title	Conf/Journal	Code	Star	Field	Citation	Performance
Deep Texture Manifold for Ground Terrain Recognition	CVPR	code	27	recognition	12	*

2017

Title	Conf/Journal	Code	Star	Field	Citation	Performance
Deep TEN: Texture Encoding Network	CVPR	code	68	recognition	42	*
Locally transferred fisher vectors for texture classification	ICCV	code	*	recognition	10	*
FASON: First and Second Order Information Fusion Network for Texture Recognition	CVPR	code	*	recognition	16	*

2016

Title	Conf/Journal	Code	Star	Field	Citation	Performance
NetVLAD: CNN architecture for weakly supervised place recognition	CVPR	code	236	recognition	509	*
Compact Bilinear Pooling	CVPR	code	161	recognition	181	*
Deep Filter Banks for Texture Recognition, Description, and Segmentation	IJCV	code	71	rec/seg	395	*
Median Robust Extended Local Binary Pattern for Texture Classification	TIP	code	0	recognition	144	*
Using Filter Banks in Convolutional Neural Networks for Texture Classification	PRL	code	*	recognition	88	*

2015

Title	Conf/Journal	Code	Star	Field	Citation	Performance
PCANet: A Simple Deep Learning Baseline for Image Classification?	TIP	code	64	recognition	633	*
Bilinear CNN Models for Fine-grained Visual Recognition	ICCV	code	*	recognition	391	*
Deep filter banks for texture recognition and segmentation	CVPR	code	71	recognition	325	*

2014

Title	Conf/Journal	Code	Star	Field	Citation	Performance
Describing Textures in the Wild	CVPR	code	1	classification	360	*

2013-

Title	Conf/Journal	Code	Star	Field	Citation	Performance
Invariant Scattering Convolution Networks, 2013	TPAMI	code	69	classification	727	*
Sorted Random Projections for robust texture classification, 2011	ICCV	code	*	reconstruction	84	*
Aggregating local descriptors into a compact image representation, 2010	CVPR	code	*	recognition	1319	*
TEXEMS: Texture Exemplars for Defect Detection on Random Textured Surfaces, 2007	TPAMI	code	*	reconstruction	108	*