// Copyright (c) the JPEG XL Project Authors. All rights reserved. // // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. #ifndef LIB_JXL_MODULAR_TRANSFORM_SQUEEZE_H_ #define LIB_JXL_MODULAR_TRANSFORM_SQUEEZE_H_ // Haar-like transform: halves the resolution in one direction // A B -> (A+B)>>1 in one channel (average) -> same range as // original channel // A-B - tendency in a new channel ('residual' needed to make // the transform reversible) // -> theoretically range could be 2.5 // times larger (2 times without the // 'tendency'), but there should be lots // of zeroes // Repeated application (alternating horizontal and vertical squeezes) results // in downscaling // // The default coefficient ordering is low-frequency to high-frequency, as in // M. Antonini, M. Barlaud, P. Mathieu and I. Daubechies, "Image coding using // wavelet transform", IEEE Transactions on Image Processing, vol. 1, no. 2, pp. // 205-220, April 1992, doi: 10.1109/83.136597. #include #include #include "lib/jxl/base/data_parallel.h" #include "lib/jxl/base/status.h" #include "lib/jxl/modular/modular_image.h" #include "lib/jxl/modular/transform/transform.h" namespace jxl { constexpr size_t kMaxFirstPreviewSize = 8; /* int avg=(A+B)>>1; int diff=(A-B); int rA=(diff+(avg<<1)+(diff&1))>>1; int rB=rA-diff; */ // |A B|C D|E F| // p a n p=avg(A,B), a=avg(C,D), n=avg(E,F) // // Goal: estimate C-D (avoiding ringing artifacts) // (ensuring that in smooth areas, a zero residual corresponds to a smooth // gradient) // best estimate for C: (B + 2*a)/3 // best estimate for D: (n + 3*a)/4 // best estimate for C-D: 4*B - 3*n - a /12 // avoid ringing by 1) only doing this if B <= a <= n or B >= a >= n // (otherwise, this is not a smooth area and we cannot really estimate C-D) // 2) making sure that B <= C <= D <= n or B >= C >= D >= n inline pixel_type_w SmoothTendency(pixel_type_w B, pixel_type_w a, pixel_type_w n) { pixel_type_w diff = 0; if (B >= a && a >= n) { diff = (4 * B - 3 * n - a + 6) / 12; // 2C = a<<1 + diff - diff&1 <= 2B so diff - diff&1 <= 2B - 2a // 2D = a<<1 - diff - diff&1 >= 2n so diff + diff&1 <= 2a - 2n if (diff - (diff & 1) > 2 * (B - a)) diff = 2 * (B - a) + 1; if (diff + (diff & 1) > 2 * (a - n)) diff = 2 * (a - n); } else if (B <= a && a <= n) { diff = (4 * B - 3 * n - a - 6) / 12; // 2C = a<<1 + diff + diff&1 >= 2B so diff + diff&1 >= 2B - 2a // 2D = a<<1 - diff + diff&1 <= 2n so diff - diff&1 >= 2a - 2n if (diff + (diff & 1) < 2 * (B - a)) diff = 2 * (B - a) - 1; if (diff - (diff & 1) < 2 * (a - n)) diff = 2 * (a - n); } return diff; } void DefaultSqueezeParameters(std::vector *parameters, const Image &image); Status CheckMetaSqueezeParams(const SqueezeParams ¶meter, int num_channels); Status MetaSqueeze(Image &image, std::vector *parameters); Status InvSqueeze(Image &input, const std::vector ¶meters, ThreadPool *pool); } // namespace jxl #endif // LIB_JXL_MODULAR_TRANSFORM_SQUEEZE_H_