experimental_data_creation
Class FeatureFilteringIntrinsicData

java.lang.Object
  experimental_data_creation.FeatureFilteringIntrinsicData

public class FeatureFilteringIntrinsicData
extends java.lang.Object

This class can be used to generate the datasets of feature filtering based on intrinsic feature structure experiment. Perhaps we could learn new codebooks and new pca matrices using the only the retained features for each image.

Author:

Eleftherios Spyromitros-Xioufis

Field Summary

static int	descriptorLength
static int	numCentroids The number of centroids in the supplied codebooks.

Constructor Summary

FeatureFilteringIntrinsicData()

Method Summary

static void

main(java.lang.String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

numCentroids

public static final int numCentroids

The number of centroids in the supplied codebooks.

See Also:

Constant Field Values

descriptorLength

public static final int descriptorLength

See Also:

Constant Field Values

Constructor Detail

FeatureFilteringIntrinsicData

public FeatureFilteringIntrinsicData()

Method Detail

main

public static void main(java.lang.String[] args)
                 throws java.lang.Exception

Parameters:

args - [0] Full path to the folder that contains the raw SURF feature files in text or binary format.

args - [1] Full path to the folder where the BDB store will be created.

args - [2] Full path to a codebook file with 64 centroids learned using L2-normalized SURF features.

args - [3] Percentage of features to be retained (valid percentages are: 0.5, 0.8, 0.9, 0.95).

args - [4] Filtering method to be applied (random/entropy/variance).

Additional parameters used when the entropy-based filtering method is selected.

args - [5] Number of equal-width bins to be used for discretization.

args - [6] Full path to the serialized discretization filter file.

args - [7] Full path to the serialized un-discretized Instances object.

Throws:

java.lang.Exception