Detect noise levels in images

• Gaussian Noise - Noise having PDF equal to the normal distribution. i.e. the pixel values that these noises can take are Gaussian distributed.

• Impulse Noise - caused by sharp and sudden disturbances in the image signal. It usually occurs as white and black pixels in the image.

real-world noise (also known as blind noise)

Video Quality Metrics

1. full-reference (FR) require full access to the reference video.

• Signal-to-Noise Ratio (SNR)
• Peak Signal-to-Noise Ratio (PSNR)
• Mean Squared Error (MSE), Structural SIMilarity (SSIM)
• Visual Information Fidelity (VIF)
• VSNR
• Video Quality Metric tools (VQM)

2. reduced-reference (RR) techniques which need a set of coarse features extracted from the reference video.

References

• taking sample https://yari-demos.prod.mdn.mozit.cloud/en-US/docs/Web/API/Media_Capture_and_Streams_API/Taking_still_photos/_sample_.demo.html