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Discrete Tone Image Dataset Data Set
Download: Data Folder, Data Set Description

Abstract: Discrete Tone Images(DTI)are available which needs to be analyzed in detail. Here, we created this dataset for those who do research in DTI.

Data Set Characteristics:  

Multivariate

Number of Instances:

71

Area:

Computer

Attribute Characteristics:

N/A

Number of Attributes:

11

Date Donated

2018-01-20

Associated Tasks:

Classification

Missing Values?

N/A

Number of Web Hits:

7731


Source:

Creator:

J.Uthayakumar
Research Scholar,Department of Computer Science,Pondicherry University,India.
Contact: +91 9677583754
Email Id: uthayresearchscholar '@' gmail.com

Guided By,

Dr.T.Vengattaraman
Assistant Professor,Department of Computer Science,Pondicherry University,India.
Email Id: vengattaramant '@' gmail.com

Dr.P.Dhavachelvan
Professor,Department of Computer Science,Pondicherry University,India.
Email Id: dhavachelvan '@' gmail.com


Data Set Information:

This dataset contains a total of 71 images including 11 types of images with its distorted versions. Each and every image has its own uniqueness of discrete tone image properties.


Attribute Information:

Types of Images
1.System Generated DTI by setting distinct pixel values
2.Discrete Pixel Logo
3.Business Charts
4.Bi-Level
5.Part of Discrete Information from an Continuous Image

Colorspace models
1.RGB
2.Grayscale
3.Binary

Distortion Types
1.JPEG
2.Gaussian White Noise (GWN)
3.Salt and Pepper noise (SP)
4.Multiplicative Speckle Noise (MSN)
5.Poisson Noise (PN)


Relevant Papers:

The parameters which we used to create this dataset is referred in the paper 'Compression Techniques are Lovable or Hateful: For Discrete Tone Images'. International conference on Electronics, Communication and Aerospace Technology (ICECA), IEEE.



Citation Request:

It has been decided to make the dataset available to the research community free of charge. If you use these images in your research, kindly cite this dataset link.


Supported By:

 In Collaboration With:

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