Papers Texture Classification

“Texture Classification” 태그가 달린 논문 206편 · 필터 해제

Multiscale Fractal Descriptors Applied to Texture Classification

2013-04-04 · João Batista Florindo, Odemir Martinez Bruno

This work proposes the combination of multiscale transform with fractal descriptors employed in the classification of gray-level texture images. We apply the space-scale transform (derivative + Gaussian filter) over the …

Classification General Classification Texture Classification

Supervised Texture Classification Using a Novel Compression-Based Similarity Measure

2012-07-12 · Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel

Supervised pixel-based texture classification is usually performed in the feature space. We propose to perform this task in (dis)similarity space by introducing a new compression-based (dis)similarity measure. The propos…

Classification General Classification Texture Classification

Gray Level Co-Occurrence Matrices: Generalisation and Some New Features

2012-05-22 · Bino Sebastian V, A. Unnikrishnan, Kannan Balakrishnan

Gray Level Co-occurrence Matrices (GLCM) are one of the earliest techniques used for image texture analysis. In this paper we defined a new feature called trace extracted from the GLCM and its implications in texture ana…

Content-Based Image Retrieval Image Retrieval Retrieval Texture Classification

Classification with Scattering Operators

2010-11-12 · Joan Bruna, Stéphane Mallat

A scattering vector is a local descriptor including multiscale and multi-direction co-occurrence information. It is computed with a cascade of wavelet decompositions and complex modulus. This scattering representation is…

Classification General Classification Handwritten Digit Recognition Model Selection+2

Supervised Dictionary Learning

2008-12-01 · NeurIPS 2008 12 · Julien Mairal, Jean Ponce, Guillermo Sapiro, Andrew Zisserman 외

It is now well established that sparse signal models are well suited to restoration tasks and can effectively be learned from audio, image, and video data. Recent research has been aimed at learning discriminative sparse…

Dictionary Learning General Classification Texture Classification

Parameter-free Geometric Document Layout Analysis

2001-11-01 · IEEE Transactions on Pattern Analysis and Machine Intelligence 2001 11 · Seong-Whan Lee, Senior Member, IEEE, and Dae-Seok Ryu

Automatic transformation of paper documents into electronic documents requires geometric document layout analysis at the first stage. However, variations in character font sizes, text line spacing, and document layout st…

Attribute Document Layout Analysis Texture Classification