Just Noticeable Difference (JND)

Just Noticeable Difference (JND) Related Pages

Just Noticeable Difference (JND)

Sarnoff’s Just Noticeable Difference (JND) technology stems from our proprietary computational model of the human visual system. Based on established physiological and psychophysical principles of visual discrimination, the technology determines whether a viewer is likely to see the effects of various processing on an image or video sequence.

JND technology is based on a video quality metric that both simplifies subjective quality measurement and makes it more reliable. Compression processes, such as MPEG-2, may introduce coding artifacts. JND technology is able to quantify visual differences between two images or video sequences just as the human eye would.

JND technology has been applied to a broad range of applications, including video test and measurement, video encoding, and medical imaging. Medical imaging requires maximum visual discrimination for image- or video-based diagnostic tasks. Alternatively, video compression benefits from low visibility of coding artifacts for a given bit rate. JND is also used for printing and display optimization — it evaluates the perceptual consequences of display system design choices and provides quality control.

Just Noticeable Difference (JND)

Just Noticeable Difference (JND) Contact

For more information regarding Sarnoff JND technology, please contact Michael Isnardi, Distinguished Member Technical Staff.