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Title: :  Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI
PaperId: :  25852
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 1 2025
DUI:    16.0415/IJARIIE-25852
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Dr. Sandip R. UdawantDr. Vithalrao Vikhe Patil College of Engineering, Ahmednagar
Dr. Magar Satyawati Dr. Vithalrao Vikhe Patil College of Engineering, Ahmednagar

Abstract

Electronics & Communication Engineering
Discrete Wavelet Transform(DWT), Inverse Discrete Wavelet Transform(IDWT), Field programmable Gate Array(FPGA),Very Large Scale Integration(VLSI).
In this study, the wavelet-based VLSI architecture for image compression is studied. The most popular method of picture compression is discrete wavelet transform, which is also the most effective algorithm for JPEG image compression. A discrete wavelet architecture is suggested that can do both forward and inverse lifting. As an improved approach, lifting scheme is utilized instead of the conventional method, which needs more memory, space, and power. The DWT architecture, a potent image compression technique, is developed using a lifting-based strategy. Reduced memory referencing, low power consumption, low latency, and high throughput are all benefits of this architecture. In a manner similar to this, the Inverse Discrete Wavelet Transform (IDWT) is also obtained to obtain the visual matrix. Both lossy and lossless compression can be achieved using the concept. Linear algebra views of DWT and IDWT have been used to simplify the design. The hardware optimization, quick computation times, consistent data flow, and decreased complexity of the suggested architecture are its benefits. The proposed architecture can easily be scaled with the filter length and 2D DWT level due to its regular nature. The 2D DWT VLSI architecture is built with FPGA in VHDL. Applications that employ a lot of picture and video coding are becoming more and more popular, making this a busy and dynamic sector. A foundation for study and development is provided by Image and Video Compression for Multimedia Engineering.

Citations

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IJARIIE Dr. Sandip R. Udawant, and Dr. Magar Satyawati . "Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 1 2025 Page 1724-1731
MLA Dr. Sandip R. Udawant, and Dr. Magar Satyawati . "Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI." International Journal Of Advance Research And Innovative Ideas In Education 11.1(2025) : 1724-1731.
APA Dr. Sandip R. Udawant, & Dr. Magar Satyawati . (2025). Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI. International Journal Of Advance Research And Innovative Ideas In Education, 11(1), 1724-1731.
Chicago Dr. Sandip R. Udawant, and Dr. Magar Satyawati . "Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 1 (2025) : 1724-1731.
Oxford Dr. Sandip R. Udawant, and Dr. Magar Satyawati . 'Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 1, 2025, p. 1724-1731. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Energy_and_Area_Efficient_Approximate_Image_Compression_Technique_using_Discrete_Wavelet_Transform_2D_DWT_and_VLSI_ijariie25852.pdf (Accessed : 24 June 2025).
Harvard Dr. Sandip R. Udawant, and Dr. Magar Satyawati . (2025) 'Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI', International Journal Of Advance Research And Innovative Ideas In Education, 11(1), pp. 1724-1731IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Energy_and_Area_Efficient_Approximate_Image_Compression_Technique_using_Discrete_Wavelet_Transform_2D_DWT_and_VLSI_ijariie25852.pdf (Accessed : 24 June 2025)
IEEE Dr. Sandip R. Udawant, and Dr. Magar Satyawati , "Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 1, pp. 1724-1731, Jan-Feb 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/Energy_and_Area_Efficient_Approximate_Image_Compression_Technique_using_Discrete_Wavelet_Transform_2D_DWT_and_VLSI_ijariie25852.pdf [Accessed : 24 June 2025].
Turabian Dr. Sandip R. Udawant, and Dr. Magar Satyawati . "Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 1 (24 June 2025).
Vancouver Dr. Sandip R. Udawant, and Dr. Magar Satyawati . Energy and Area Efficient Approximate Image Compression Technique using Discrete Wavelet Transform 2D DWT and VLSI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : 24 June 2025]; 11(1) : 1724-1731. Available from: http://ijariie.com/AdminUploadPdf/Energy_and_Area_Efficient_Approximate_Image_Compression_Technique_using_Discrete_Wavelet_Transform_2D_DWT_and_VLSI_ijariie25852.pdf
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