International Journal on Cybernetics & Informatics ( IJCI)

 

IJCI welcomes conferences to publish their proceedings / post conference proceedings

 

International Journal on Cybernetics & Informatics ( IJCI)

 

https://www.ijcionline.com/index

International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
Submission Deadline : May 03, 2026
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DIMENSION REDUCTION FOR SCRIPT CLASSIFICATION- PRINTED INDIAN DOCUMENTS

 

DIMENSION REDUCTION FOR SCRIPT CLASSIFICATION- PRINTED INDIAN DOCUMENTS

 Hamsaveni L1 , Pradeep C2 and Chethan H K3

1Department of Studies in Computer Science Manasagangotri, University of Mysore, Mysore

2Department of Computer Science and Engineering Rajarajeswari College of Engineering, Bangalore

3Department of Computer Science and Engineering Maharaja Institute of Technology, Mysore

 

ABSTRACT

 Automatic identification of a script in a given document image facilitates many important applications such as automatic archiving of multilingual documents, searching online archives of document images and for the selection of script specific OCR in a multilingual environment. This paper provides a comparison study of three dimension reduction techniques, namely partial least squares (PLS), sliced inverse regression (SIR) and principal component analysis (PCA), and evaluates the relative performance of classification procedures incorporating those methods. For given script we extracted different features like Gray Level Co-occurrence Method (GLCM) and Scale invariant feature transform (SIFT) features. The features are extracted globally from a given text block which does not require any complex and reliable segmentation of the document image into lines and characters. Extracted features are reduced using various dimension reduction techniques. The reduced features are fed into Nearest Neighbor classifier. Thus the proposed scheme is efficient and can be used for many practical applications which require processing large volumes of data. The scheme has been tested on 10 Indian scripts and found to be robust in the process of scanning and relatively insensitive to change in font size. This proposed system achieves good classification accuracy on a large testing data set.

 KEYWORDS

 SIFT, GLCM, PLS, SIR, PCA, Nearest Neighbour

https://aircconline.com/ijait/V7N3/7317ijait01.pdf

 

15th International Conference on Soft Computing, Artificial Intelligence and Applications (SAI 2026)

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15th International Conference on Soft Computing, Artificial Intelligence and Applications (SAI 2026)
June 20 ~ 21, 2026, Sydney, Australia
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
Submission Deadline : May 03, 2026
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5th International Conference on Software Engineering and Automation (SEAU 2026)

 

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5th International Conference on Software Engineering and Automation (SEAU 2026)
August 15 ~ 16, 2026, Melbourne, Australia
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
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15th International Conference on Advanced Information Technologies and Applications (ICAITA 2026)

 

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15th International Conference on Advanced Information Technologies and Applications (ICAITA 2026)
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
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4th International Conference on Computer Science, Engineering and Artificial Intelligence (CSEAI 2026)

 

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4th International Conference on Computer Science, Engineering and Artificial Intelligence (CSEAI 2026)
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
Submission Deadline : April 18, 2026
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International Journal of Applied Information Technology (IJAIT)

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International Journal of Applied Information Technology (IJAIT)
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10th International Conference on Applied Mathematics and Sciences (AMA 2026)

 

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10th International Conference on Applied Mathematics and Sciences (AMA 2026)
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
Submission Deadline : April 18, 2026
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International Journal of Advanced Information Technology (IJAIT)

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International Journal of Advanced Information Technology (IJAIT) 
ISSN: 2231 - 1548 [Online]; 2231 - 1920 [Print]
Submission Deadline : April 11, 2026
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4th International Conference on Educational Research (EDUR 2026)

 

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4th International Conference on Educational Research (EDUR 2026)
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AN ADAPTIVE WATERMARKING PROCESS IN HADAMARD TRANSFORM

 

AN ADAPTIVE WATERMARKING PROCESS IN HADAMARD TRANSFORM PARVATHAVARTHINI S1 SHANTHAKUMARI R 2

1Department of Information Technology, Kongu Engineering College, Perundurai, Erode. 2Department of Information Technology, Kongu Engineering College, Perundurai, Erode.

ABSTRACT

An adaptive visible/invisible watermarking scheme is done to prevent the privacy and preserving copyright protection of digital data using Hadamard transform based on the scaling factor of the image. The value of scaling factor depends on the control parameter. The scaling factor is calculated to embedded the watermark. Depend upon the control parameter the visible and invisible watermarking is determined. The proposed Hadamard transform domain method is more robust again image/signal processing attacks. Furthermore, it also shows that the proposed method confirm the efficiency through various performance analysis and experimental results.

KEYWORD

Hadamard Transform, visible watermarking, invisible watermarking, scaling factor

 

https://airccse.org/journal/IJAIT/papers/4214ijait01.pdf