integer wavelet transform for thermal image authentication
TRANSCRIPT
Integer Wavelet Transform for Thermal ImageAuthentication
Tarek Gaber Faculty of Computers and Informatics,
Suez canal University, and SRGE member, Egypt
http://www.egyptscience.net the 6th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2014), Fukuoka, Japan
Aboul Ella HassanienFaculty of Computers and Information,
Cairo University, and Chair of SRGE member, Egypt
Agenda
Introduction Problem Definition Research Aim
Proposed Method Results and DiscussionConclusion and Future Works
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Introduction
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the Internet is a popular communication channel for messages and images transmission which need protection and authentication in different scenarios.
Two ways main ways to achieve such protection Cryptography: making a message unreadable Steganography: concealing a message inside
another
Problem Definition 4
Problem Definition The data hiding-based steganography is used by
application where parties need to exchange messages through images while preserving visual fidelity of the image.
A well-known steganography methods are the one based on the least significant bit (LSB)
technique. Other methods enable hiding a variable length of bits
in each byte according to the characteristics of the human visual system.
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Problem Definition Thermal imaging is a technique which
converts an invisible radiation pattern of an object into visible images for feature extraction and analysis.
This technique was first developed for military purposes but later gained a wide application in various fields such as medicine, veterinary, security surveillance and others.
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Aim The aim of this research is:
Designing a thermal image authentication technique integrating the Integer Wavelet Transform (IWT) with a hash function.
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Proposed Approach
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SRGE workshop in Cairo University Conference Hall (7-November-2015)
The Proposed Method9
The Proposed Method of Embedding a Secret Image in a Cover Image
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The Proposed Method
In this method, the thermal images were used as cover images bits from secret data (images) were then hidden in the
cover images. This was achieved by using
the hash function and IntegerWavelet Transform (IWT).
1, 2 and 3 bits per bytes have been hidden in both horizontal and vertical components of wavelet transform.
The Proposed Method11
Results
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Used Dataset 10 thermal images (.ppm) were used as cover
images They have been taken by different cameras and
collected from the Internet. These images are 512x512 pixel in dimension The secret image that is used to be embedded in
the cover images is 128128 pixel in dimension.
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Used Dataset14
Experimental Results15
The proposed technique was evaluated based on mean • square error (MSE), • peak signal to noise
ratio (PSNR), • image fidelity (IF)
Experimental Results PSNR and IF
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Experimental Results17
Comparison with Related Work
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Conclusion and Future Works Hash based thermal image authentication
technique using the Integer Wavelet Transform (IWT) was proposed
The performance of the proposed technique was evaluated using MSE, PSNR, and IF analysis and they have shown good performance for the proposed technique
A comparison with the most related work showed that our technique obtained a better performance
In the future, more analysis will be done to provide countermeasures to possible attacks.
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Thanks and Acknowledgement20
SRGE workshop in Cairo University Conference Hall (7-November-2015)