Laser & Optoelectronics Progress, Volume. 61, Issue 10, 1037010(2024)
Algorithm for Multifocus Image Fusion Based on Low-Rank and Sparse Matrix Decomposition and Discrete Cosine Transform
Figures & Tables(5)
Table 1. Results of objective evaluation of image fusion
View tableTable 1. Results of objective evaluation of image fusion
Image Parameter CNN CSR DCT_Var LatLRR LRD Proposed method cola Qabf 0.6443 0.6374 0.6395 0.5495 0.4931 0.6352 PSNR 77.8787 78.0031 77.8605 74.8951 78.5752 79.664 CC 0.9909 0.9911 0.9908 0.9883 0.9920 0.9938 SSIM 0.9429 0.9417 0.9413 0.9178 0.9358 0.9461 bottle Qabf 0.5863 0.6373 0.5812 0.4285 0.4285 0.6955 PSNR 69.9310 69.9004 69.8437 69.5199 69.5199 71.9451 CC 0.9417 0.9414 0.9400 0.9552 0.9552 0.9607 SSIM 0.7310 0.7306 0.7272 0.7339 0.7227 0.7539 treegirl Qabf 0.6005 0.6322 0.5926 0.5342 0.5907 0.6924 PSNR 72.6898 72.6423 72.5595 70.4074 72.4434 72.7408 CC 0.9565 0.9561 0.9555 0.9564 0.9509 0.9590 SSIM 0.8119 0.8114 0.8102 0.8203 0.8083 0.8150 cup Qabf 0.6402 0.6316 0.6262 0.5028 0.5147 0.5894 PSNR 69.8959 69.9548 69.8009 66.7093 69.5999 70.9196 CC 0.9548 0.9552 0.9535 0.9551 0.9505 0.9638 SSIM 0.7236 0.7243 0.7164 0.7435 0.7230 0.7612
Tools
Get Citation
Copy Citation Text
Yanqiong Shi, Changwen Wang, Rongsheng Lu, Zhao Zha, Guang Zhu. Algorithm for Multifocus Image Fusion Based on Low-Rank and Sparse Matrix Decomposition and Discrete Cosine Transform[J]. Laser & Optoelectronics Progress, 2024, 61(10): 1037010
Paper Information
Category: Digital Image Processing
Received: Aug. 4, 2023
Accepted: Oct. 13, 2023
Published Online: Apr. 29, 2024
The Author Email: Yanqiong Shi (yqshi@ahjzu.edu.cn)
CSTR:32186.14.LOP231855
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20