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Study of Watermarking for Image and Text Based Applications

Thesis Info

Access Option

External Link

Author

Munib, Summuyya

Program

PhD

Institute

Pakistan Institute of Engineering and Applied Sciences

City

Islamabad

Province

Islamabad.

Country

Pakistan

Thesis Completing Year

2018

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/13055/1/Thesis%20R_v1Final.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727840892

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Due to the rapid development of multimedia and communications technologies, issues related to data vulnerability and copyrights violation has increased. Digital content can be manipulated and reproduced effortlessly. Consequently, there is a considerable requirement for techniques aimed at content protection and authentication. Watermarking techniques can provide copyrights enforcement and authentication to prevent the illegitimate use of digital content. These techniques can be classified into two categories i.e. robust watermarking and reversible watermarking. In this thesis, research work is carried out in three phases. The first phase proposes a robust watermarking technique, which is resilient against the geometrical attacks. It is helpful in executing copyright protection. In robust watermarking, watermark is able to survive in case of attack on the digital content and can be successfully retrieved on extraction. The proposed technique exploits both the robust image feature points and local Zernike moments for embedding secret information. Delaunay tessellation is employed to divide an image into distinct triangular segments based on robust features identified using Harris detector. Zernike moments are calculated for each selected triangular segment, and then the watermark is embedded in the magnitude of Zernike moments using dither modulation. In the second phase, a reversible watermarking technique is proposed. Reversible watermarking is a special type of watermarking technique in which watermark is extracted along with restoration of the host media. Whereas, in case of robust watermarking, we are not able to retrieve the original image. Such watermarking system finds its application in medical and law enforcement, etc. The proposed watermarking scheme is based on pixel value ordering. Image is divided into sub blocks and each block is assessed using a threshold value. If the block belongs to the smooth category, watermark bit is embedded. In contrast, if it is classified as rough block, then the sub block is left unchanged. This technique does not require a location map since it uses histogram shifting. In third phase, the watermarking approaches and their applications for the protection DNA sequences are explored. In DNA watermarking, which is type of text watermarking; watermark information should be embedded in DNA sequence in such a way that it should not raise any functional disorders in the living organism. A watermark is embedded in a DNA sequence through synonymous substitution of nucleotides. The proposed approach ensures Amino Acid conservation, efficient utilization of the available embedding space in DNA sequences, and achieves mutation resistance by since it employs Reed-Solomon codes. The performance of these techniques has been evaluated on the standard test datasets. In some of the cases, the proposed watermarking approaches performed better than the recent existing approaches and showed comparable performance in other cases. The first technique finds its application in protecting the copyrights of the owner. The second watermarking technique can be used in applications where significant amount of data needs to be embedded e.g. information related to the patient in medical images. The third technique related to the DNA watermarking can be used for protection of DNA sequences and also to provide biological data storage as large amount of data can be stored.
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کرشمے

اُس کی قدرت کے ہزار کرشمے
بنا ستوں کھڑا کیا آسماں جس نے

شب دن میں دن شب میں ڈھلتاہے
وہ جانے کتنے ہی رنگ بدلتا ہے

یہ پہاڑ بھی اُس کی طاقت کا نشاں ہیں
کہ اس کی قدرت کی حد تو بے بیاں ہے

بحروں کی اتھاہ گہرائیوں میں بھی
اپنی بنائی مخلوق پالتا ہے

کبھی پانیوں کو فلک سے گراتا ہے
تو کبھی زمیں سے اُچھالتا ہے

ننھے سے بیج کے سینے سے
کیسے تن آور شجر نکالتا ہے

زمیں کا سینہ چیرتے ہوئے
آتش فشاں بھی تو بنائے اُس نے

اپنے قادر ہونے کے
کتنے ہی نشاں دکھائے اس نے

ناممکن سی شے تعریف اس کے ایک گُن کی ہے
کہ اس کے نزدیک تو بات کن فیکون کی ہے

جب وہ رب یہ سب معجزے دکھا سکتا تھا
اک ادنیٰ سا کرشمہ اور بھی تو دکھا سکتا تھا
وہ تجھے میرا بھی تو بنا سکتا تھا

جرم و سزائے ارتداد پر قرآن حکیم سے متعلقہ شبہات کا تحقیقی جائزہ جرم و سزائے ارتداد پر قرآن حکیم سے متعلقہ شبہات

According to Islamic Criminal Law, Apostasy is a crime, severely punishable in this world and hereafter. Some people are of the view that worldly punishment is not mentioned in Quran. Rather the rule has been given that a man is free to choose or give up any religion; no one would be compelled in this regard. This is essential to contemplate this critical matter; What is the accurate interpretation of the verses of the Quran in this regard? How the worldly punishment of Apostasy is derived from Quran? What is the meaning of "There is no coercion in Islam"? Either Islam prohibits every form of coercion or it has also been used in some commands of Islam?  In this article, a critical analysis of these doubtful questions regarding the punishment of Apostasy is presented in the context of the Holy Quran.

The Relationship Between Transformational, Transactional Leadership Styles and Employees Performance Mediating Role of Culture Dimensions of Bankers in District D. I. Khan Kpk, Pakistan

The aim of the study is to find the relationship between transformational leadership style its facets i.e idealized influence behavior, idealized influence attribute, inspirational motivation, intellectual stimulation, individual consideration and transactional leadership styles and its facets, i.e. contingent reward, management by exception active and passive and performance with mediating role of organizational culture. The quantitative method i.e. deductive approach survey method for data collection is used. This study is cross sectional so data is collected one time. Total population of this study is 64 branches of all public and private banks in which 1012 employees are working. Total 278 was population but 450 questionnaires are distributed and 319 questionnaires are collected back. Correlation analysis, hierarchical multiple regression and ANOVA and T-Test are used for analysis. Transformational transactional leadership styles and performance and culture are related with each other also results of regression show that culture does act as mediator on the relationship between transformational transactional leadership styles and performance. Results of ANOVA and t-test also show significant differences upon motivation. As this study is conducted on banks so findings can be generalized only on banking sector not other sectors.