Code covered by the BSD License  

Highlights from
PaReLab

5.0

5.0 | 1 rating Rate this file 43 Downloads (last 30 days) File Size: 3.25 MB File ID: #36478

PaReLab

by

 

Pattern recognition lab, an image classification toolbox using Knn classifier and corss-validation.

| Watch this File

File Information
Description

1, Data:

BnuCampus images and annotations.

2, DbInit:

Reading imageset with single or multiple labels into standard interface.

3, FeatureLbp:

Local Binary Pattern & Local Phase Quantization, based on (http://www.cse.oulu.fi/MVG/Downloads/LBPSoftware).

4, FeatureColorDescriptors:

Wrapped Koen's code (http://koen.me/research/colordescriptors/).

5, FeatureAsift:

Based on Yu's code (http://www.cmap.polytechnique.fr/~yu/research/ASIFT/demo.html).

6, FeatureDctQuantZigzag:

Discrete Cosine Transform, including quantization and zigzag-scanning.

7, ScSPM, according to the code by Jianchao Yang @ NEC Research Lab America (Cupertino).

8, KNN classifier:

Divide the training and test images (using cross validation), extract block features from multiple resolutions of each image, find nearest K samples to map their labels to test samples.

MATLAB release MATLAB 7.10 (R2010a)
Tags for This File   Please login to tag files.
Please login to add a comment or rating.
Comments and Ratings (2)
02 Apr 2014 meriouma meriiouma

how can i run it please?

28 Dec 2012 javad  

Contact us