skvideo.measure.niqe¶

skvideo.measure.niqe(inputVideoData)[source]¶

Computes Naturalness Image Quality Evaluator. [1]

Input a video of any quality and get back its distance frame-by-frame from naturalness.

Parameters:

inputVideoDatandarray

Input video, ndarray of dimension (T, M, N, C), (T, M, N), (M, N, C), or (M, N), where T is the number of frames, M is the height, N is width, and C is number of channels. Here C is only allowed to be 1.

Returns:

niqe_arrayndarray

The niqe results, ndarray of dimension (T,), where T is the number of frames

References