Work place: Dept. of Electronics and Communication Engineering Khulna University of Engineering &Technology, Bangladesh.
Research Interests: Image Processing, Image Manipulation, Image Compression, Computer systems and computational processes
Tahiatul Islam received the bachelor degree from Khulna University of Engineering and Technology. He is currently working as a Software Engineer in Bangldesh. His main research area includes Image processesing and Machine lerning.
DOI: https://doi.org/10.5815/ijigsp.2017.06.05, Pub. Date: 8 Jun. 2017
Multi-scale transform (MST) and sparse representation (SR) techniques are used in an image representation model. Image fusion is used especially in medical, military and remote sensing areas for high resolution vision. In this paper an image fusion technique based on shearlet transformation and sparse representation is proposed to overcome the natural defects of both MST and SR based methods. The proposed method is also used in different transformations and SR for comparison purposes. This research also investigate denoising techniques with additive white Gaussian noise into source images and perform threshold for de-noised into the proposed method. The image quality assessments for the fused image are used for the performance of proposed method and compared with others.[...] Read more.
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