Improving Reconstructed Image Quality via Hybrid Compression Techniques

作     者：Nancy Awadallah Awad Amena Mahmoud 

作者机构：Department of Computer and Information SystemsSadat Academy for Management SciencesCairo11742Egypt Department of Computer ScienceKafr el Sheikh University33511Egypt 

出 版 物：《Computers, Materials & Continua》 (计算机、材料和连续体（英文）)

年 卷 期：2021年第66卷第3期

页      面：3151-3160页

核心收录：

学科分类：0831[工学-生物医学工程（可授工学、理学、医学学位）] 0808[工学-电气工程] 0809[工学-电子科学与技术（可授工学、理学学位）] 08[工学] 0805[工学-材料科学与工程（可授工学、理学学位）] 0701[理学-数学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 0801[工学-力学（可授工学、理学学位）] 

主　　题：Image compression discrete cosine transform PSNR discrete wavelet transform hybrid algorithm 

摘      要：Data compression is one of the core fields of study for applications of image and video *** raw data to be transmitted consumes large bandwidth and requires huge storage space as a result,it is desirable to represent the information in the data with considerably fewer bits by the mean of data compression techniques,the data must be reconstituted very similarly to the initial *** this paper,a hybrid compression based on Discrete Cosine Transform(DCT),DiscreteWavelet Transform(DWT)is used to enhance the quality of the reconstructed *** techniques are followed by entropy encoding such as Huffman coding to give additional *** coding is optimal prefix code because of its implementation is more simple,faster,and easier than other *** needs less execution time and it is the shortest average length and the measurements for analysis are based upon Compression Ratio,Mean Square Error(MSE),and Peak Signal to Noise Ratio(PSNR).We applied a hybrid algorithm on(DWT–DCT 2×2,4×4,8×8,16×16,32×32)***,we show that by using a hybrid(DWT–DCT)compression technique,the PSNR is reconstructed for the image by using the proposed hybrid algorithm(DWT–DCT 8×8 block)is quite high than DCT.