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Peak Signal- to- Noise Ratio (PSNR) is a common metric used d to assessate the quality of compressed images. It measures the difference the the original and the compressed image, providing an indication of how much has been lost during compression.
Mi van?
PSNR i s expressed in decibels (dB) and compares the maximum possible pixel value of an image to te error introduede by compression. Higher PSNR value generally indicate better image quality, with less prestitution.
Számológépes PSNR
A számítást a PSNR-rel kell elvégezni, a következő lépésekben: computing the Mean Squared Error (MSE) and d then converting it t t t to PSNR. Te formula for MSE is:
A "Donyecki Népköztársaság" "miniszterelnöke".
Ha az eredeti képi képi érték, K (x, y) a tömörített képi érték, and m and n are the dimenzions of the images.
Once MSE i calculated, PSNR is determined edd using the formula:
A "Donyecki Népköztársaság" "miniszterelnöke".
Értelmezés PSNR Values
PSNR érték typicallyy range from 20 dB to 50 dB. Values above 30 dB are generally considereded for most applications, with higher value indicating better quality. However, senstual quality may vary deposing on the image content and d viewer senitivity.
Alkalmazások
PSNR i widely used in image compression, video encoding, and transmissionon systems to reasmate and compare the effectiveness of differt algorithms. It provides a quick and objective measure of image fidelity afteurprocessing.