135 lines
5.9 KiB
C
135 lines
5.9 KiB
C
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/*
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* Copyright (c) 2011, Tom Distler (http://tdistler.com)
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* All rights reserved.
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*
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* The BSD License
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* - Redistributions of source code must retain the above copyright notice,
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* this list of conditions and the following disclaimer.
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*
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* - Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* - Neither the name of the tdistler.com nor the names of its contributors may
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* be used to endorse or promote products derived from this software without
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* specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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* ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
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* LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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* SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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* POSSIBILITY OF SUCH DAMAGE.
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*/
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#ifndef _IQA_H_
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#define _IQA_H_
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#include "iqa_os.h"
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/**
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* Allows fine-grain control of the SSIM algorithm.
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*/
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struct iqa_ssim_args {
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float alpha; /**< luminance exponent */
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float beta; /**< contrast exponent */
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float gamma; /**< structure exponent */
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int L; /**< dynamic range (2^8 - 1)*/
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float K1; /**< stabilization constant 1 */
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float K2; /**< stabilization constant 2 */
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int f; /**< scale factor. 0=default scaling, 1=no scaling */
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};
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/**
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* Allows fine-grain control of the MS-SSIM algorithm.
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*/
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struct iqa_ms_ssim_args {
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int wang; /**< 1=original algorithm by Wang, et al. 0=MS-SSIM* by Rouse/Hemami (default). */
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int gaussian; /**< 1=11x11 Gaussian window (default). 0=8x8 linear window. */
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int scales; /**< Number of scaled images to use. Default is 5. */
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const float *alphas; /**< Pointer to array of alpha values for each scale. Required if 'scales' isn't 5. */
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const float *betas; /**< Pointer to array of beta values for each scale. Required if 'scales' isn't 5. */
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const float *gammas; /**< Pointer to array of gamma values for each scale. Required if 'scales' isn't 5. */
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};
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/**
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* Calculates the Mean Squared Error between 2 equal-sized 8-bit images.
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* @note The images must have the same width, height, and stride.
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* @param ref Original reference image
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* @param cmp Distorted image
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* @param w Width of the images
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* @param h Height of the images
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* @param stride The length (in bytes) of each horizontal line in the image.
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* This may be different from the image width.
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* @return The MSE.
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*/
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float iqa_mse(const unsigned char *ref, const unsigned char *cmp, int w, int h, int stride);
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/**
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* Calculates the Peak Signal-to-Noise-Ratio between 2 equal-sized 8-bit
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* images.
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* @note The images must have the same width, height, and stride.
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* @param ref Original reference image
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* @param cmp Distorted image
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* @param w Width of the images
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* @param h Height of the images
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* @param stride The length (in bytes) of each horizontal line in the image.
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* This may be different from the image width.
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* @return The PSNR.
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*/
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float iqa_psnr(const unsigned char *ref, const unsigned char *cmp, int w, int h, int stride);
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/**
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* Calculates the Structural SIMilarity between 2 equal-sized 8-bit images.
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*
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* See https://ece.uwaterloo.ca/~z70wang/publications/ssim.html
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* @note The images must have the same width, height, and stride.
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* @param ref Original reference image
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* @param cmp Distorted image
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* @param w Width of the images
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* @param h Height of the images
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* @param stride The length (in bytes) of each horizontal line in the image.
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* This may be different from the image width.
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* @param gaussian 0 = 8x8 square window, 1 = 11x11 circular-symmetric Gaussian
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* weighting.
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* @param args Optional SSIM arguments for fine control of the algorithm. 0 for
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* defaults. Defaults are a=b=g=1.0, L=255, K1=0.01, K2=0.03
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* @return The mean SSIM over the entire image (MSSIM), or INFINITY if error.
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*/
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float iqa_ssim(const unsigned char *ref, const unsigned char *cmp, int w, int h, int stride,
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int gaussian, const struct iqa_ssim_args *args);
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/**
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* Calculates the Multi-Scale Structural SIMilarity between 2 equal-sized 8-bit
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* images. The default algorithm is MS-SSIM* proposed by Rouse/Hemami 2008.
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*
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* See https://ece.uwaterloo.ca/~z70wang/publications/msssim.pdf and
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* http://foulard.ece.cornell.edu/publications/dmr_hvei2008_paper.pdf
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*
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* @note 1. The images must have the same width, height, and stride.
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* @note 2. The minimum image width or height is 2^(scales-1) * filter, where 'filter' is 11
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* if a Gaussian window is being used, or 9 otherwise.
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* @param ref Original reference image
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* @param cmp Distorted image
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* @param w Width of the images.
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* @param h Height of the images.
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* @param stride The length (in bytes) of each horizontal line in the image.
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* This may be different from the image width.
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* @param args Optional MS-SSIM arguments for fine control of the algorithm. 0
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* for defaults. Defaults are wang=0, scales=5, gaussian=1.
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* @return The mean MS-SSIM over the entire image, or INFINITY if error.
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*/
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float iqa_ms_ssim(const unsigned char *ref, const unsigned char *cmp, int w, int h, int stride,
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const struct iqa_ms_ssim_args *args);
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#endif /*_IQA_H_*/
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