/* * function: kernel_newtonemapping * implementation of tone mapping * input: image2d_t as read only * output: image2d_t as write only */ #define WORK_ITEM_X_SIZE 8 #define WORK_ITEM_Y_SIZE 8 #define BLOCK_FACTOR 4 __kernel void kernel_newtonemapping ( __read_only image2d_t input, __write_only image2d_t output, __global float *y_max, __global float *y_avg, __global float *hist_leq, int image_width, int image_height) { int g_id_x = get_global_id (0); int g_id_y = get_global_id (1); int group_id_x = get_group_id(0); int group_id_y = get_group_id(1); int local_id_x = get_local_id(0); int local_id_y = get_local_id(1); int g_size_x = get_global_size (0); int g_size_y = get_global_size (1); int local_index = local_id_y * WORK_ITEM_X_SIZE + local_id_x; int row_per_block = image_height / BLOCK_FACTOR; int col_per_block = image_width / BLOCK_FACTOR; int row_block_id = g_id_y / row_per_block; int col_block_id = g_id_x * 4 / col_per_block; sampler_t sampler = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP_TO_EDGE | CLK_FILTER_NEAREST; float4 src_data_Gr = read_imagef (input, sampler, (int2)(g_id_x, g_id_y)); float4 src_data_R = read_imagef (input, sampler, (int2)(g_id_x, g_id_y + image_height)); float4 src_data_B = read_imagef (input, sampler, (int2)(g_id_x, g_id_y + image_height * 2)); float4 src_data_Gb = read_imagef (input, sampler, (int2)(g_id_x, g_id_y + image_height * 3)); float4 src_data_G = (src_data_Gr + src_data_Gb) / 2; float4 src_y_data = 0.0f; src_y_data = mad(src_data_R, 0.299f, src_y_data); src_y_data = mad(src_data_G, 0.587f, src_y_data); src_y_data = mad(src_data_B, 0.114f, src_y_data); float4 dst_y_data; float4 d, wd, haleq, s, ws; float4 total_w = 0.0f; float4 total_haleq = 0.0f; float4 corrd_x = mad((float4)g_id_x, 4.0f, (float4)(0.0f, 1.0f, 2.0f, 3.0f)); float4 src_y = mad(src_y_data, 65535.0f, 0.5f) / 16.0f; for(int i = 0; i < BLOCK_FACTOR; i++) { for(int j = 0; j < BLOCK_FACTOR; j++) { int center_x = mad24(col_per_block, j, col_per_block / 2); int center_y = mad24(row_per_block, i, row_per_block / 2); int start_index = mad24(i, BLOCK_FACTOR, j) * 4096; float4 dy = (float4)((g_id_y - center_y) * (g_id_y - center_y)); float4 dx = corrd_x - (float4)center_x; d = mad(dx, dx, dy); d = sqrt(d) + 100.0f; //wd = 100.0f / (d + 100.0f); s = fabs(src_y_data - (float4)y_avg[mad24(i, BLOCK_FACTOR, j)]) / (float4)y_max[mad24(i, BLOCK_FACTOR, j)] + 1.0f; //ws = 1.0f / (s + 1.0f); float4 w = 100.0f / (d * s); //w = wd * ws; haleq.x = hist_leq[start_index + (int)src_y.x]; haleq.y = hist_leq[start_index + (int)src_y.y]; haleq.z = hist_leq[start_index + (int)src_y.z]; haleq.w = hist_leq[start_index + (int)src_y.w]; total_w = total_w + w; total_haleq = mad(haleq, w, total_haleq); } } dst_y_data = total_haleq / total_w; float4 gain = (dst_y_data + 0.0001f) / (src_y_data + 0.0001f); src_data_Gr = src_data_Gr * gain; src_data_R = src_data_R * gain; src_data_B = src_data_B * gain; src_data_Gb = src_data_Gb * gain; write_imagef(output, (int2)(g_id_x, g_id_y), src_data_Gr); write_imagef(output, (int2)(g_id_x, g_id_y + image_height), src_data_R); write_imagef(output, (int2)(g_id_x, g_id_y + image_height * 2), src_data_B); write_imagef(output, (int2)(g_id_x, g_id_y + image_height * 3), src_data_Gb); }