From 19f05aadbc1a3feca170c26c075322b2a7bfe123 Mon Sep 17 00:00:00 2001 From: Alexander Suvorov Date: Fri, 28 Apr 2017 11:32:14 +0200 Subject: [PATCH] Prepare for encoding of endpoint and selector indexes in non-linear order This change makes the compression scheme more flexible. Explanation: In the original scheme, indexes are encoded in linear order, which means that each index uses the previously encoded index for prediction. However, more sophisticated schemes might require arbitrary references into the stream of already encoded indexes. For this reason, Zeng function has been modified to accept the ordering histogram as an input, instead of the linear array of indexes. Note that Zeng function itself does not rely on the indexes being encoded in linear order. Testing: The modified algorithm has been tested on the Kodak test set using 64-bit build with default settings (running on Windows 10, i7-4790, 3.6GHz). All the decompressed test images are identical to the images being compressed and decompressed using original version of Crunch. [Compressing Kodak set without mipmaps] Original: 1582222 bytes / 28.867 sec Modified: 1570534 bytes / 28.524 sec Improvement: 0.74% (compression ratio) / 1.19% (compression time) [Compressing Kodak set with mipmaps] Original: 2065243 bytes / 37.001 sec Modified: 2051509 bytes / 36.388 sec Improvement: 0.67% (compression ratio) / 1.66% (compression time) --- bin/crunch_x64.exe | Bin 1000960 -> 1005056 bytes crnlib/crn_comp.cpp | 64 ++++++++++++++++++++----- crnlib/crn_zeng.cpp | 114 ++------------------------------------------ crnlib/crn_zeng.h | 19 ++++++-- 4 files changed, 72 insertions(+), 125 deletions(-) diff --git a/bin/crunch_x64.exe b/bin/crunch_x64.exe index 2f79b33b4b9a7e752a45e3530422f4273d043694..2ffcc87369b7b21dee7a105978437cfbe15fa738 100644 GIT binary patch delta 218640 zcmaHU2V7Ih^LTbc1Og!-y@%eUD54;uM1lkX#flxQXRlyKP(+0oMOR&W?_D{K1r$X^ z4}0%ox$_|w)H}^0^;}l{rwzyvoo{1vu$=}cHg_~c~RNBq6(@V5*y+kBK^N= zk%!0xOGP3hQ<110k)mMZYIBju0RC%F+Ms5EPSIu}U&dTvF8UR*r(85JU7x$&qr$^f 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crn_comp::optimize_color_endpoint_codebook_task(uint64 data, void* pData_pt create_zeng_reorder_table( m_hvq.get_color_endpoint_codebook_size(), - m_endpoint_indices[cColor].size(), - &m_endpoint_indices[cColor][0], + *pParams->xhist, *pParams->m_pTrial_color_endpoint_remap, pParams->m_iter_index ? color_endpoint_similarity_func : NULL, &m_hvq, @@ -1362,11 +1362,22 @@ bool crn_comp::optimize_color_endpoint_codebook(crnlib::vector& remapping) crnlib::vector trial_color_endpoint_remaps[cMaxEndpointRemapIters + 1]; + uint n = m_hvq.get_color_endpoint_codebook_size(); + hist_type xhist(n * n); + for (uint i = 0; i < m_endpoint_indices[cColor].size(); i++) { + const int prev_val = (i > 0) ? m_endpoint_indices[cColor][i - 1] : -1; + const int cur_val = m_endpoint_indices[cColor][i]; + const int next_val = (i < (m_endpoint_indices[cColor].size() - 1)) ? m_endpoint_indices[cColor][i + 1] : -1; + update_hist(xhist, cur_val, prev_val, n); + update_hist(xhist, cur_val, next_val, n); + } + for (uint i = 0; i <= cMaxEndpointRemapIters; i++) { optimize_color_endpoint_codebook_params* pParams = crnlib_new(); pParams->m_iter_index = i; pParams->m_max_iter_index = cMaxEndpointRemapIters; pParams->m_pTrial_color_endpoint_remap = &trial_color_endpoint_remaps[i]; + pParams->xhist = &xhist; m_task_pool.queue_object_task(this, &crn_comp::optimize_color_endpoint_codebook_task, 0, pParams); } @@ -1418,6 +1429,7 @@ struct optimize_color_selector_codebook_params { crnlib::vector* m_pTrial_color_selector_remap; uint m_iter_index; uint m_max_iter_index; + hist_type* xhist; }; void crn_comp::optimize_color_selector_codebook_task(uint64 data, void* pData_ptr) { @@ -1430,8 +1442,7 @@ void crn_comp::optimize_color_selector_codebook_task(uint64 data, void* pData_pt float f = pParams->m_iter_index / static_cast(pParams->m_max_iter_index - 1); create_zeng_reorder_table( m_hvq.get_color_selector_codebook_size(), - m_selector_indices[cColor].size(), - &m_selector_indices[cColor][0], + *pParams->xhist, *pParams->m_pTrial_color_selector_remap, pParams->m_iter_index ? color_selector_similarity_func : NULL, (void*)&m_hvq.get_color_selectors_vec(), @@ -1471,11 +1482,22 @@ bool crn_comp::optimize_color_selector_codebook(crnlib::vector& remapping) crnlib::vector trial_color_selector_remaps[cMaxSelectorRemapIters + 1]; + uint n = m_hvq.get_color_selector_codebook_size(); + hist_type xhist(n * n); + for (uint i = 0; i < m_selector_indices[cColor].size(); i++) { + const int prev_val = (i > 0) ? m_selector_indices[cColor][i - 1] : -1; + const int cur_val = m_selector_indices[cColor][i]; + const int next_val = (i < (m_selector_indices[cColor].size() - 1)) ? m_selector_indices[cColor][i + 1] : -1; + update_hist(xhist, cur_val, prev_val, n); + update_hist(xhist, cur_val, next_val, n); + } + for (uint i = 0; i <= cMaxSelectorRemapIters; i++) { optimize_color_selector_codebook_params* pParams = crnlib_new(); pParams->m_iter_index = i; pParams->m_max_iter_index = cMaxSelectorRemapIters; pParams->m_pTrial_color_selector_remap = &trial_color_selector_remaps[i]; + pParams->xhist = &xhist; m_task_pool.queue_object_task(this, &crn_comp::optimize_color_selector_codebook_task, 0, pParams); } @@ -1530,10 +1552,10 @@ bool crn_comp::optimize_color_selector_codebook(crnlib::vector& remapping) } struct optimize_alpha_endpoint_codebook_params { - crnlib::vector* m_pAlpha_indices; crnlib::vector* m_pTrial_alpha_endpoint_remap; uint m_iter_index; uint m_max_iter_index; + hist_type* xhist; }; void crn_comp::optimize_alpha_endpoint_codebook_task(uint64 data, void* pData_ptr) { @@ -1547,8 +1569,7 @@ void crn_comp::optimize_alpha_endpoint_codebook_task(uint64 data, void* pData_pt create_zeng_reorder_table( m_hvq.get_alpha_endpoint_codebook_size(), - pParams->m_pAlpha_indices->size(), - &(*pParams->m_pAlpha_indices)[0], + *pParams->xhist, *pParams->m_pTrial_alpha_endpoint_remap, pParams->m_iter_index ? alpha_endpoint_similarity_func : NULL, &m_hvq, @@ -1587,12 +1608,22 @@ bool crn_comp::optimize_alpha_endpoint_codebook(crnlib::vector& remapping) crnlib::vector trial_alpha_endpoint_remaps[cMaxEndpointRemapIters + 1]; + uint n = m_hvq.get_alpha_endpoint_codebook_size(); + hist_type xhist(n * n); + for (uint i = 0; i < alpha_indices.size(); i++) { + const int prev_val = (i > 0) ? alpha_indices[i - 1] : -1; + const int cur_val = alpha_indices[i]; + const int next_val = (i < (alpha_indices.size() - 1)) ? alpha_indices[i + 1] : -1; + update_hist(xhist, cur_val, prev_val, n); + update_hist(xhist, cur_val, next_val, n); + } + for (uint i = 0; i <= cMaxEndpointRemapIters; i++) { optimize_alpha_endpoint_codebook_params* pParams = crnlib_new(); - pParams->m_pAlpha_indices = &alpha_indices; pParams->m_iter_index = i; pParams->m_max_iter_index = cMaxEndpointRemapIters; pParams->m_pTrial_alpha_endpoint_remap = &trial_alpha_endpoint_remaps[i]; + pParams->xhist = &xhist; m_task_pool.queue_object_task(this, &crn_comp::optimize_alpha_endpoint_codebook_task, 0, pParams); } @@ -1641,10 +1672,10 @@ bool crn_comp::optimize_alpha_endpoint_codebook(crnlib::vector& remapping) } struct optimize_alpha_selector_codebook_params { - crnlib::vector* m_pAlpha_indices; crnlib::vector* m_pTrial_alpha_selector_remap; uint m_iter_index; uint m_max_iter_index; + hist_type* xhist; }; void crn_comp::optimize_alpha_selector_codebook_task(uint64 data, void* pData_ptr) { @@ -1657,8 +1688,7 @@ void crn_comp::optimize_alpha_selector_codebook_task(uint64 data, void* pData_pt float f = pParams->m_iter_index / static_cast(pParams->m_max_iter_index - 1); create_zeng_reorder_table( m_hvq.get_alpha_selector_codebook_size(), - pParams->m_pAlpha_indices->size(), - &(*pParams->m_pAlpha_indices)[0], + *pParams->xhist, *pParams->m_pTrial_alpha_selector_remap, pParams->m_iter_index ? alpha_selector_similarity_func : NULL, (void*)&m_hvq.get_alpha_selectors_vec(), @@ -1703,12 +1733,22 @@ bool crn_comp::optimize_alpha_selector_codebook(crnlib::vector& remapping) crnlib::vector trial_alpha_selector_remaps[cMaxSelectorRemapIters + 1]; + uint n = m_hvq.get_alpha_selector_codebook_size(); + hist_type xhist(n * n); + for (uint i = 0; i < alpha_indices.size(); i++) { + const int prev_val = (i > 0) ? alpha_indices[i - 1] : -1; + const int cur_val = alpha_indices[i]; + const int next_val = (i < (alpha_indices.size() - 1)) ? alpha_indices[i + 1] : -1; + update_hist(xhist, cur_val, prev_val, n); + update_hist(xhist, cur_val, next_val, n); + } + for (uint i = 0; i <= cMaxSelectorRemapIters; i++) { optimize_alpha_selector_codebook_params* pParams = crnlib_new(); - pParams->m_pAlpha_indices = &alpha_indices; pParams->m_iter_index = i; pParams->m_max_iter_index = cMaxSelectorRemapIters; pParams->m_pTrial_alpha_selector_remap = &trial_alpha_selector_remaps[i]; + pParams->xhist = &xhist; m_task_pool.queue_object_task(this, &crn_comp::optimize_alpha_selector_codebook_task, 0, pParams); } diff --git a/crnlib/crn_zeng.cpp b/crnlib/crn_zeng.cpp index 77592eb..81e48e4 100644 --- a/crnlib/crn_zeng.cpp +++ b/crnlib/crn_zeng.cpp @@ -8,16 +8,8 @@ #include "crn_sparse_array.h" #include -#define USE_SPARSE_ARRAY 1 - namespace crnlib { -#if USE_SPARSE_ARRAY -typedef sparse_array hist_type; -#else -typedef crnlib::vector hist_type; -#endif - -static inline void update_hist(hist_type& hist, int i, int j, int n) { +void update_hist(hist_type& hist, int i, int j, int n) { if (i == j) return; @@ -27,7 +19,7 @@ static inline void update_hist(hist_type& hist, int i, int j, int n) { uint index = i * n + j; -#if USE_SPARSE_ARRAY +#if CRN_ZENG_USE_SPARSE_ARRAY uint freq = hist[index]; freq++; hist.set(index, freq); @@ -44,49 +36,14 @@ static inline uint read_hist(hist_type& hist, int i, int j, int n) { return hist[i * n + j]; } -void create_zeng_reorder_table(uint n, uint num_indices, const uint* pIndices, crnlib::vector& remap_table, zeng_similarity_func pFunc, void* pContext, float similarity_func_weight) { - CRNLIB_ASSERT((n > 0) && (num_indices > 0)); +void create_zeng_reorder_table(uint n, hist_type& xhist, crnlib::vector& remap_table, zeng_similarity_func pFunc, void* pContext, float similarity_func_weight) { + CRNLIB_ASSERT(n > 0); CRNLIB_ASSERT_CLOSED_RANGE(similarity_func_weight, 0.0f, 1.0f); - // printf("create_zeng_reorder_table start:\n"); - remap_table.clear(); remap_table.resize(n); - if (num_indices <= 1) - return; - const uint t = n * n; - hist_type xhist(t); - - for (uint i = 0; i < num_indices; i++) { - const int prev_val = (i > 0) ? pIndices[i - 1] : -1; - const int cur_val = pIndices[i]; - const int next_val = (i < (num_indices - 1)) ? pIndices[i + 1] : -1; - - update_hist(xhist, cur_val, prev_val, n); - update_hist(xhist, cur_val, next_val, n); - } - -#if 0 - uint total1 = 0, total2 = 0; - for (uint i = 0; i < n; i++) - { - for (uint j = 0; j < n; j++) - { - if (i == j) - continue; - - //uint a = hist[i * n + j]; - //total1 += a; - - uint c = read_hist(xhist, i, j, n); - total2 += c; - } - } - - printf("%u %u\n", total1, total2); -#endif uint max_freq = 0; uint max_index = 0; @@ -134,21 +91,7 @@ void create_zeng_reorder_table(uint n, uint num_indices, const uint* pIndices, c for (uint i = 0; i < values_remaining.size(); i++) { uint u = values_remaining[i]; - -#if 0 - double total_freq = 0; - - for (uint j = 0; j < values_chosen.size(); j++) - { - uint l = values_chosen[j]; - - total_freq += read_hist(xhist, u, l, n); //[u * n + l]; - } - - CRNLIB_ASSERT(total_freq_to_chosen_values[u] == total_freq); -#else double total_freq = total_freq_to_chosen_values[u]; -#endif if (pFunc) { float weight = math::maximum( @@ -216,55 +159,6 @@ void create_zeng_reorder_table(uint n, uint num_indices, const uint* pIndices, c uint v = values_chosen[i]; remap_table[v] = i; } - -#if 0 - uint before_sum = 0; - uint after_sum = 0; - { - printf("\nBEFORE:\n"); - crnlib::vector delta_hist(n*2); - - int sum = 0; - for (uint i = 1; i < num_indices; i++) - { - int prev = pIndices[i-1]; - int cur = pIndices[i]; - delta_hist[prev-cur+n]++; - sum += labs(prev-cur); - } - - printf("\n"); - for (uint i = 0; i < n*2; i++) - printf("%04u ", delta_hist[i]); - - printf("\nSum: %i\n", sum); - before_sum = sum; - } - - { - printf("AFTER:\n"); - crnlib::vector delta_hist(n*2); - - int sum = 0; - for (uint i = 1; i < num_indices; i++) - { - int prev = remap_table[pIndices[i-1]]; - int cur = remap_table[pIndices[i]]; - delta_hist[prev-cur+n]++; - sum += labs(prev-cur); - } - - printf("\n"); - for (uint i = 0; i < n*2; i++) - printf("%04u ", delta_hist[i]); - - printf("\nSum: %i\n", sum); - after_sum = sum; - } - printf("Before sum: %u, After sum: %u\n", before_sum, after_sum); -#endif - - // printf("create_zeng_reorder_table end:\n"); } } // namespace crnlib diff --git a/crnlib/crn_zeng.h b/crnlib/crn_zeng.h index 4e32601..163a40a 100644 --- a/crnlib/crn_zeng.h +++ b/crnlib/crn_zeng.h @@ -1,9 +1,22 @@ // File: crn_zeng.h // See Copyright Notice and license at the end of inc/crnlib.h -namespace crnlib { -typedef float (*zeng_similarity_func)(uint index_a, uint index_b, void* pContext); +#define CRN_ZENG_USE_SPARSE_ARRAY 1 -void create_zeng_reorder_table(uint n, uint num_indices, const uint* pIndices, crnlib::vector& remap_table, zeng_similarity_func pFunc, void* pContext, float similarity_func_weight); +#if CRN_ZENG_USE_SPARSE_ARRAY +#include "crn_sparse_array.h" +#endif + +namespace crnlib { + +#if CRN_ZENG_USE_SPARSE_ARRAY +typedef sparse_array hist_type; +#else +typedef crnlib::vector hist_type; +#endif + +typedef float (*zeng_similarity_func)(uint index_a, uint index_b, void* pContext); +void update_hist(hist_type& hist, int i, int j, int n); +void create_zeng_reorder_table(uint n, hist_type& hist, crnlib::vector& remap_table, zeng_similarity_func pFunc, void* pContext, float similarity_func_weight); } // namespace crnlib