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IMAGE ENHANCEMENT USING CROSS BILATERAL FILTER BASED ON PIXEL SIGNIFICANT
Authors
SUSHMA KUMARI,Devendra Bhardwaj
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Keywords
Pixel,Image,frame,video
Abstract
Digital images are often used in several domains. Large amount of data is necessary to represent the digital images so the transmission and storage of such images are time- consuming and infeasible. Hence the information in the images is compressed by extracting only the visible elements. Normally the image compression technique can reduce the storage and transmission costs. During image compression, the size of a graphics file is reduced in bytes without disturbing the quality of the image beyond an acceptable level. Several methods such as Discrete Cosine Transform (DCT), DWT, etc. are used for compressing the images. But, these methods contain some blocking artifacts. In order to overcome this difficulty and to compress the image efficiently, a combination of DCT and fractal image compression techniques is proposed. DCT is employed to compress the color image while the fractal image compression is employed to evade the repetitive compressions of analogous blocks. Analogous blocks are found by using the Euclidean distance measure. Here, the given image is encoded by means of Huffman encoding technique. The implementation result shows the effectiveness of the proposed scheme in compressing the color image. Also, a comparative analysis is performed to prove that our system is competent to compress the images in terms of Peak Signal to Noise Ratio (PSNR), Structural Similarity Index (SSIM) and Universal Image Quality Index (UIQI) measurements. We introduce a new way to use fractal coding for image compression, based on the parallel use of a fractal encoder and a DCT encoder. The two encoders are given the complementary roles to capture the information of edge and smooth variation, and the information of detail respectively. We show the advantage of using this hybrid coding scheme over the use of a fractal encoder alone, or a DCT encoder alone. This coding scheme is also the occasion to demonstrate a new concept of coding by nonlinear feature separation based on regular and uniform algorithms, suitable for real-time VLSI implementation
IJCRT's Publication Details
Unique Identification Number - IJCRT2306288
Paper ID - 239377
Author type - Indian Author
Page Number(s) - c615-c616
Pubished in - Volume 11 | Issue 6 | June 2023
DOI (Digital Object Identifier) -
No Of Downloads - 122
Author Country - India, 123001, Narnaul , Narnaul , 123001, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
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SUSHMA KUMARI,Devendra Bhardwaj, "IMAGE ENHANCEMENT USING CROSS BILATERAL FILTER BASED ON PIXEL SIGNIFICANT", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 6, pp.c615-c616, June 2023, Available at :http://www.ijcrt.org/papers/IJCRT2306288.pdf
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