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Description: Recent studies on Mathematical modeling of visual cortical cells [Kulikowski/Marcelja/Bishop:1982] suggest a tuned band pass filter bank structure. These filters are found to have Gaussian transfer functions in the frequency domain. Thus, taking the Inverse Fourier Transform of this transfer function we get a filter characteristics closely resembling to the Gabor filters. The Gabor filter is basically a Gaussian (with variances sx and sy along x and y-axes respectively) modulated by a complex sinusoid (with centre frequencies U and V along x and y-axes respectively).
Date : 2008-10-13 Size : 2.33kb User : gz

Description: Recent studies on Mathematical modeling of visual cortical cells [Kulikowski/Marcelja/Bishop:1982] suggest a tuned band pass filter bank structure. These filters are found to have Gaussian transfer functions in the frequency domain. Thus, taking the Inverse Fourier Transform of this transfer function we get a filter characteristics closely resembling to the Gabor filters. The Gabor filter is basically a Gaussian (with variances sx and sy along x and y-axes respectively) modulated by a complex sinusoid (with centre frequencies U and V along x and y-axes respectively).
Date : 2026-01-10 Size : 2kb User : gz

gabor滤波器的matlab源代码,可以实现图像增强。-gabor filter Matlab source code, image enhancement can be achieved.
Date : 2026-01-10 Size : 3kb User : 白云

This programs describes the Gabor Filter set (4 scale and 4 orientations ) . This filter can be used for many applications ranging from compression, featuImage Pyramid that can be then used for Image compression by various coding techniques. -This describes the programs Gabor Filter's et (4 scale and four orientations). This filter can be used for many applications ranging from comp ression. featuImage Pyramid that can be then used for Ima ge compression by various coding techniques.
Date : 2026-01-10 Size : 2kb User : 石峰

Bi-dimensional Gabor filter with DC component compensation This version of the 2D Gabor filter is basically a bi-dimensional Gaussian function centered at origin (0,0) with variance S modulated by a complex sinusoid with polar frequency (F,W) and phase P described by the following equation: G(x,y,S,F,W,P)=k*Gaussian(x,y,S)*(Sinusoid(x,y,F,W,P)-DC(F,S,P)), where: Gaussian(x,y,S)=exp(-pi*S^2*(x^2+y^2)) Sinusoid(x,y,F,W,P)=exp(j*(2*pi*F*(x*cos(W)+y*sin(W))+P))) DC(F,S,P)=exp(-pi*(F/S)^2+j*P) File Id: 13776 Average rating: 0.0 Size: 1 KB # of reviews: 0 Submitted: 2007-01-26 Downloads: 274 Subscribers: 0 Keywords: gabor filter Stiven Schwanz Dias -Bi-dimensional Gabor filter with DC compo .. compensation This version of the 2D Gabor f ilter is basically a bi-dimensional Gaussian f unction centered at origin (0, 0) with variance S modulated by a complex sinuso id with polar frequency (F, W) and phase P described by the following equati on : G (x, y, S, F, W, P) = k* Gaussian (x, y, S)* (Sinusoid (x, y, F, W, P)- DC (F, S, P)), where : Gaussian (x, y, S) = exp (-pi* S* 2 ^ (x ^ 2 y ^ 2)) Sinusoid (x, y, F, W, P) = exp (j* (2* pi* F* (x* cos (W) y* sin (W)) P))) D C (F, S, P) = exp (-pi* (F/S) ^ 2* P j) File Id : 13776 Average rating : 0.0 Size :# 1 KB of reviews : 0 Submitted : 2007-01-26 Downloads : 274 Subscribers : 0 Keywords : gabor filter Stiven Schwanz Dias
Date : 2026-01-10 Size : 1kb User : 石峰

基于纹理分析的图像分割用滤波实现,需要先输入参数。%The Gabor filter is basically a Gaussian (with variances sx and sy along x and y-axes -Based on Texture Analysis for Image Segmentation with filtering to achieve, need to input parameters. The Gabor filter is basically a Gaussian (with variances sx and sy along x and y-axes
Date : 2026-01-10 Size : 3kb User : yemaoqiu

gabor滤波的matlab代码实现,主要应用于图像处理和机器视觉-gabor filter matlab code, mainly used in image processing and machine vision
Date : 2026-01-10 Size : 1kb User : 崔金龙

Garbor filter is famous for its approximation to the characteristic of Cortex in human vision system. The state-of-the-arts advancement in computer vision application demonstrates the success and promissing of this technique. This directory contains the codes for Gabor filtering and texture feature extraction. The strategy of constructing the Gabor filter bank is based on the accompanied paper included in the subdirectory.-Garbor filter is famous for its approximation to the characteristic of Cortex in human vision system. The state-of-the-arts advancement in computer vision applicationdemonstrates the success and promissing of this technique.This directory contains the codes for Gabor filtering and texture feature extraction . The strategy of constructing the Gabor filter bank is based on the accompanied paperincluded in the subdirectory.
Date : 2026-01-10 Size : 944kb User : 杨愚根

虹膜识别中的特征提取算法:2D-Gabor滤波器算法,将归一化的虹膜图像由此滤波器滤波,可以得到二进制的特征编码。附图片。-Iris recognition in the feature extraction algorithm: 2D-Gabor filter algorithm, the normalized iris image resulting filter can be obtained characteristics of the binary encoding. Attached picture.
Date : 2026-01-10 Size : 936kb User : galaft

利用Gabor滤波实现纹理特征的提取。CGabor类用于生成单个滤波器,并可用生成的滤波器对图像进行滤波。CGetTexture生成不同尺度和相位的滤波器组,从文件夹中依次读取图像文件进行一系列滤波,生成纹理特征图像。-Realize the use of Gabor filter texture features extraction. CGabor type used to generate a single filter, and filters can be used to generate image filtering. CGetTexture generated at different scales and phase filter banks, from the folder to read image files in order to conduct a series of filtering, to generate the image texture features.
Date : 2026-01-10 Size : 5kb User : dragon

基于改进的Gabor滤波指纹图像增强算法 研究-Gabor filter based on an improved algorithm for fingerprint image enhancement
Date : 2026-01-10 Size : 195kb User : 高彪

基于Gabor小波滤波器的遥感图像多频道纹理分析,图像处理,小波变换应用-Gabor wavelet filter based on remote sensing images of multi-channel texture analysis, image processing, wavelet transform application
Date : 2026-01-10 Size : 286kb User : 李泽

本程序实现了Gabor滤波器的三维显示并对一幅图像通过频域卷积实现了1个尺度6个方向的Gabor滤波显示-This procedure achieved a Gabor filter and a three-dimensional display image through frequency-domain convolution achieved a scale 6 shows the direction of the Gabor filtering
Date : 2026-01-10 Size : 1kb User : 朱宇

一个不错得gabor滤波器,有matlab 和 c-Gabor get a good filter, have matlab and c
Date : 2026-01-10 Size : 12kb User : ma

使用log-Gabor滤波器对图像进行滤波程序。-The use of log-Gabor filter image filtering process.
Date : 2026-01-10 Size : 3kb User : 陈华

这是一个完整的指纹识别程序,它包括了直方图均衡,Gabor滤波图像增强,方向图过滤,纹理细化,特征提取及特征匹配。-This is a complete fingerprint recognition procedure, which includes a histogram equalization, Gabor filter image enhancement, filtering pattern, texture refinement, feature extraction and feature matching.
Date : 2026-01-10 Size : 5.2mb User : job

Gabor滤波器经常被用于形状检测和特征提取,本文档作为gabor filter的tutorial性文档,详细介绍了gabor filter的原理 和特点 对要使用gaborfilter的初学者大有裨益-Gabor filters are often used to shape detection and feature extraction, gabor filter in this document as a document of the tutorial, detailing gabor filter theory and the characteristics of the beginners to use gaborfilter benefit
Date : 2026-01-10 Size : 219kb User : 刘宋

基于生物视觉的Gabor滤波器在图像边缘检测的应用-Based on biological vision Gabor filter in the application of image edge detection
Date : 2026-01-10 Size : 2kb User : guomin

gabor filter for matlab 7.1
Date : 2026-01-10 Size : 156kb User : mohammad reza

Gabor小波变换代码用于局部特征提取使用,又相当好的效果-Gabor texture descriptor have gained much attention for different aspects of computer vision and pattern recognition. Recently, on the rayleigh nature of Gabor filter outputs Rayleigh model Gabor texture descriptor is proposed. In this paper, we investigate the performance of these two Gabor texture descriptor in texture classification. We built a texture classification system based on BPNN, and use the corresponding feature vector from traditional Gabor texture descriptor or Rayleigh model one as input of BPNN. We use three datasets from the Brodatz album database. For all the three datasets, the original texture images are subdivided into non-overlapping samples of size 32 × 32. 50 of the total samples are used for training and the rest are used for testing. We compare the system training time and recognition accuracy between two Gabor texture descriptor. The experimental results show that, it takes more time when using Rayleigh model Gabor texture descriptor than tr
Date : 2026-01-10 Size : 16kb User : 力量
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