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nilfm committed Jan 18, 2022
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Expand Up @@ -6,7 +6,9 @@ CAMBI (Contrast Aware Multiscale Banding Index) is Netflix's detector for bandin

For an introduction to CAMBI, please refer to the [tech blog](https://netflixtechblog.medium.com/cambi-a-banding-artifact-detector-96777ae12fe2). For a detailed technical description, please refer to the [technical paper](papers/CAMBI_PCS2021.pdf) published at PCS 2021. Note that the paper describes an initial version of CAMBI that no longer matches the code exactly, but it is still a good introduction.

The current version of CAMBI is a [no-reference metric](https://en.wikipedia.org/wiki/Video_quality#Classification_of_objective_video_quality_models), and operates on a frame-by-frame basis (no temporal information is leveraged). To integrate it as part of the VMAF framework, which employs a [full-reference metric](https://en.wikipedia.org/wiki/Video_quality#Classification_of_objective_video_quality_models) API, CAMBI takes both a reference and a distorted video as its input. For simplicity, one can point the input arguments `--reference` and `--distorted` to the same video path.
By default, the current version of CAMBI is a [no-reference metric](https://en.wikipedia.org/wiki/Video_quality#Classification_of_objective_video_quality_models), and operates on a frame-by-frame basis (no temporal information is leveraged). To integrate it as part of the VMAF framework, which employs a [full-reference metric](https://en.wikipedia.org/wiki/Video_quality#Classification_of_objective_video_quality_models) API, CAMBI takes both a reference and a distorted video as its input. For simplicity, one can point the input arguments `--reference` and `--distorted` to the same video path.

CAMBI also offers a full-reference mode which computes its score as `MAX(0, distorted_score - reference_score)`. This mode can be activated with the `--full_ref` command line option. In this case, both the `--reference` and `--distorted` inputs will be used.

## Scores

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</VMAF>
```

## Bit depths

CAMBI supports the same input bit depths as VMAF: 8, 10, 12 and 16. However, the computations in CAMBI will always be performed at the 10-bit level, and the other formats will be converted to 10-bit as a preprocessing step.

## Options

The CAMBI feature extractor also supports additional optional parameters as listed below:
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