/* * function: kernel_bayer_pipe * params: * input: image2d_t as read only * output: image2d_t as write only * blc_config: black level correction configuration * wb_config: whitebalance configuration * gamma_table: RGGB table * stats_output: 3a stats output */ #define WORKGROUP_CELL_WIDTH 64 #define WORKGROUP_CELL_HEIGHT 4 #define DEMOSAIC_X_CELL_PER_WORKITEM 2 #define PIXEL_PER_CELL 2 #define SLM_CELL_X_OFFSET 4 #define SLM_CELL_Y_OFFSET 1 // 8x8 #define SLM_CELL_X_VALID_SIZE WORKGROUP_CELL_WIDTH #define SLM_CELL_Y_VALID_SIZE WORKGROUP_CELL_HEIGHT // 10x10 #define SLM_CELL_X_SIZE (SLM_CELL_X_VALID_SIZE + SLM_CELL_X_OFFSET * 2) #define SLM_CELL_Y_SIZE (SLM_CELL_Y_VALID_SIZE + SLM_CELL_Y_OFFSET * 2) #define GUASS_DELTA_S_1 1.031739f #define GUASS_DELTA_S_1_5 1.072799f #define GUASS_DELTA_S_2 1.133173f #define GUASS_DELTA_S_2_5 1.215717f typedef struct { float ee_gain; float ee_threshold; float nr_gain; } CLEeConfig; inline int get_shared_pos_x (int i) { return i % SLM_CELL_X_SIZE; } inline int get_shared_pos_y (int i) { return i / SLM_CELL_X_SIZE; } inline int shared_pos (int x, int y) { return mad24(y, SLM_CELL_X_SIZE, x); } /* BA10=> GRBG */ inline void grbg_slm_load ( __local float *px, __local float *py, __local float *pz, __local float *pw, int index, __read_only image2d_t input, uint input_height, int x_start, int y_start ) { sampler_t sampler = CLK_NORMALIZED_COORDS_FALSE | CLK_ADDRESS_CLAMP_TO_EDGE | CLK_FILTER_NEAREST; float4 data1, data2, line1, line2; int x0 = (get_shared_pos_x (index) + x_start) / 4; int y0 = get_shared_pos_y (index) + y_start; int2 pos = (int2)(x0, y0); float4 gr, r, b, gb; y0 = y0 > 0 ? y0 : 0; gr = read_imagef (input, sampler, (int2)(x0, y0)); r = read_imagef (input, sampler, (int2)(x0, y0 + input_height)); b = read_imagef (input, sampler, (int2)(x0, y0 + input_height * 2)); gb = read_imagef (input, sampler, (int2)(x0, y0 + input_height * 3)); (*(__local float4 *)(px + index)) = gr; (*(__local float4 *)(py + index)) = r; (*(__local float4 *)(pz + index)) = b; (*(__local float4 *)(pw + index)) = gb; } #define MAX_DELTA_COFF 5.0f #define MIN_DELTA_COFF 1.0f #define DEFAULT_DELTA_COFF 4.0f inline float2 delta_coff (float2 in, __local float *table) { float2 out; out.x = table[(int)(fabs(in.x * 64.0f))]; out.y = table[(int)(fabs(in.y * 64.0f))]; return out; } inline float2 dot_denoise (float2 value, float2 in1, float2 in2, float2 in3, float2 in4, __local float *table, float coff0) { float2 coff1, coff2, coff3, coff4, coff5; coff1 = delta_coff (in1 - value, table); coff2 = delta_coff (in2 - value, table); coff3 = delta_coff (in3 - value, table); coff4 = delta_coff (in4 - value, table); //(in1 * coff1 + in2 * coff2 + in3 * coff3 + in4 * coff4 + value * coff0) float2 sum1 = (mad (in1, coff1, mad (in2, coff2, mad (in3, coff3, mad (in4, coff4, value * coff0))))); return sum1 / (coff0 + coff1 + coff2 + coff3 + coff4); } inline float2 dot_ee (float2 value, float2 in1, float2 in2, float2 in3, float2 in4, float2 out, CLEeConfig ee_config, float2 *egain) { float2 ee = mad(in1 + in2 + in3 + in4, -0.25f, value); ee = fabs(ee) > ee_config.ee_threshold ? ee : 0.0f; egain[0] = mad(ee, ee_config.ee_gain, out + 0.03f) / (out + 0.03f); return out * egain[0]; } inline float2 dot_denoise_ee (float2 value, float2 in1, float2 in2, float2 in3, float2 in4, __local float *table, float coff0, float2 *egain, CLEeConfig ee_config) { float2 out = dot_denoise(value, in1, in2, in3, in4, table, coff0); return dot_ee(value, in1, in2, in3, in4, out, ee_config, egain); } void demosaic_2_cell ( __local float *x_data_in, __local float *y_data_in, __local float *z_data_in, __local float *w_data_in, int in_x, int in_y, __write_only image2d_t out, uint out_height, int out_x, int out_y) { float4 out_data; float2 value; int index; { float3 R_y[2]; index = shared_pos (in_x - 1, in_y); R_y[0] = *(__local float3*)(y_data_in + index); index = shared_pos (in_x - 1, in_y + 1); R_y[1] = *(__local float3*)(y_data_in + index); out_data.s02 = (R_y[0].s01 + R_y[0].s12) * 0.5f; out_data.s13 = R_y[0].s12; write_imagef (out, (int2)(out_x, out_y), out_data); out_data.s02 = (R_y[0].s01 + R_y[0].s12 + R_y[1].s01 + R_y[1].s12) * 0.25f; out_data.s13 = (R_y[0].s12 + R_y[1].s12) * 0.5f; write_imagef (out, (int2)(out_x, out_y + 1), out_data); } { float3 B_z[2]; index = shared_pos (in_x, in_y - 1); B_z[0] = *(__local float3*)(z_data_in + index); index = shared_pos (in_x, in_y); B_z[1] = *(__local float3*)(z_data_in + index); out_data.s02 = (B_z[0].s01 + B_z[1].s01) * 0.5f; out_data.s13 = (B_z[0].s01 + B_z[0].s12 + B_z[1].s01 + B_z[1].s12) * 0.25f; write_imagef (out, (int2)(out_x, out_y + out_height * 2), out_data); out_data.s02 = B_z[1].s01; out_data.s13 = (B_z[1].s01 + B_z[1].s12) * 0.5f; write_imagef (out, (int2)(out_x, out_y + 1 + out_height * 2), out_data); } { float3 Gr_x[2], Gb_w[2]; index = shared_pos (in_x, in_y); Gr_x[0] = *(__local float3*)(x_data_in + index); index = shared_pos (in_x, in_y + 1); Gr_x[1] = *(__local float3*)(x_data_in + index); index = shared_pos (in_x - 1, in_y - 1); Gb_w[0] = *(__local float3*)(w_data_in + index); index = shared_pos (in_x - 1, in_y); Gb_w[1] = *(__local float3*)(w_data_in + index); out_data.s02 = (Gr_x[0].s01 * 4.0f + Gb_w[0].s01 + Gb_w[0].s12 + Gb_w[1].s01 + Gb_w[1].s12) * 0.125f; out_data.s13 = (Gr_x[0].s01 + Gr_x[0].s12 + Gb_w[0].s12 + Gb_w[1].s12) * 0.25f; write_imagef (out, (int2)(out_x, out_y + out_height), out_data); out_data.s02 = (Gr_x[0].s01 + Gr_x[1].s01 + Gb_w[1].s01 + Gb_w[1].s12) * 0.25f; out_data.s13 = (Gb_w[1].s12 * 4.0f + Gr_x[0].s01 + Gr_x[0].s12 + Gr_x[1].s01 + Gr_x[1].s12) * 0.125f; write_imagef (out, (int2)(out_x, out_y + 1 + out_height), out_data); } } void demosaic_denoise_2_cell ( __local float *x_data_in, __local float *y_data_in, __local float *z_data_in, __local float *w_data_in, int in_x, int in_y, __write_only image2d_t out, uint out_height, int out_x, int out_y, __local float *table, CLEeConfig ee_config) { float4 out_data_r[2]; float4 out_data_g[2]; float4 out_data_b[2]; float2 value; int index; float2 egain[4]; float2 de; float gain_coff0 = table[0]; float4 R_y[3], B_z[3];; float2 Gr_x0, Gb_w2; float4 Gr_x1, Gb_w1; float3 Gr_x2, Gb_w0; // R egain { index = shared_pos (in_x - 1, in_y - 1); R_y[0] = *(__local float4*)(y_data_in + index); index = shared_pos (in_x - 1, in_y); R_y[1] = *(__local float4*)(y_data_in + index); index = shared_pos (in_x - 1, in_y + 1); R_y[2] = *(__local float4*)(y_data_in + index); out_data_r[0].s13 = dot_denoise_ee (R_y[1].s12, R_y[0].s12, R_y[1].s01, R_y[1].s23, R_y[2].s12, table, gain_coff0 * GUASS_DELTA_S_2, &egain[1], ee_config); } // Gr, Gb egain { index = shared_pos (in_x, in_y - 1); Gr_x0 = *(__local float2*)(x_data_in + index); index = shared_pos (in_x - 1, in_y); Gr_x1 = *(__local float4*)(x_data_in + index); index = shared_pos (in_x, in_y + 1); Gr_x2 = *(__local float3*)(x_data_in + index); index = shared_pos (in_x - 1, in_y - 1); Gb_w0 = *(__local float3*)(w_data_in + index); index = shared_pos (in_x - 1, in_y); Gb_w1 = *(__local float4*)(w_data_in + index); index = shared_pos (in_x, in_y + 1); Gb_w2 = *(__local float2*)(w_data_in + index); value = mad (Gr_x1.s12, 4.0f, (Gb_w0.s01 + Gb_w0.s12 + Gb_w1.s01 + Gb_w1.s12)) * 0.125f; de = dot_denoise (value, Gb_w0.s01, Gb_w0.s12, Gb_w1.s01, Gb_w1.s12, table, gain_coff0 * GUASS_DELTA_S_1_5); out_data_g[0].s02 = dot_ee(Gr_x1.s12, Gr_x0, Gr_x1.s01, Gr_x1.s23, Gr_x2.s01, de, ee_config, &egain[0]); value = mad (Gb_w1.s12, 4.0f, (Gr_x1.s12 + Gr_x1.s23 + Gr_x2.s01 + Gr_x2.s12)) * 0.125f; de = dot_denoise (value, Gr_x1.s12, Gr_x1.s23, Gr_x2.s01, Gr_x2.s12, table, gain_coff0 * GUASS_DELTA_S_1_5); out_data_g[1].s13 = dot_ee(Gb_w1.s12, Gb_w0.s12, Gb_w1.s01, Gb_w1.s23, Gb_w2, de, ee_config, &egain[3]); } // B egain { index = shared_pos (in_x - 1, in_y - 1); B_z[0] = *(__local float4*)(z_data_in + index); index = shared_pos (in_x - 1, in_y); B_z[1] = *(__local float4*)(z_data_in + index); index = shared_pos (in_x - 1, in_y + 1); B_z[2] = *(__local float4*)(z_data_in + index); out_data_b[1].s02 = dot_denoise_ee (B_z[1].s12, B_z[0].s12, B_z[1].s01, B_z[1].s23, B_z[2].s12, table, gain_coff0 * GUASS_DELTA_S_2, &egain[2], ee_config); } ////////////////////////////////R////////////////////////////////////////// { value = (R_y[1].s01 + R_y[1].s12) * 0.5f; de = dot_denoise (value, R_y[0].s01, R_y[0].s12, R_y[2].s01, R_y[2].s12, table, gain_coff0 * GUASS_DELTA_S_2_5); out_data_r[0].s02 = de * egain[0]; value = (R_y[1].s01 + R_y[1].s12 + R_y[2].s01 + R_y[2].s12) * 0.25f; de = dot_denoise (value, R_y[1].s01, R_y[1].s12, R_y[2].s01, R_y[2].s12, table, gain_coff0 * GUASS_DELTA_S_1_5); out_data_r[1].s02 = de * egain[2]; value = (R_y[1].s12 + R_y[2].s12) * 0.5f; de = dot_denoise (value, R_y[1].s01, R_y[1].s23, R_y[2].s01, R_y[2].s23, table, gain_coff0 * GUASS_DELTA_S_2_5); out_data_r[1].s13 = de * egain[3]; write_imagef (out, (int2)(out_x, out_y), out_data_r[0]); write_imagef (out, (int2)(out_x, out_y + 1), out_data_r[1]); } ////////////////////////////////G////////////////////////////////////////// { value = (Gr_x1.s12 + Gr_x1.s23 + Gb_w0.s12 + Gb_w1.s12) * 0.25f; de = dot_denoise(value, Gr_x1.s12, Gr_x1.s23, Gb_w0.s12, Gb_w1.s12, table, gain_coff0 * GUASS_DELTA_S_1); out_data_g[0].s13 = de * egain[1]; value = (Gr_x1.s12 + Gr_x2.s01 + Gb_w1.s01 + Gb_w1.s12) * 0.25f; de = dot_denoise (value, Gr_x1.s12, Gr_x2.s01, Gb_w1.s01, Gb_w1.s12, table, gain_coff0 * GUASS_DELTA_S_1); out_data_g[1].s02 = de * egain[2]; write_imagef (out, (int2)(out_x, out_y + out_height), out_data_g[0]); write_imagef (out, (int2)(out_x, out_y + 1 + out_height), out_data_g[1]); } ////////////////////////////////B////////////////////////////////////////// { value = (B_z[0].s12 + B_z[1].s12) * 0.5f; de = dot_denoise (value, B_z[0].s01, B_z[0].s23, B_z[1].s01, B_z[1].s23, table, gain_coff0 * GUASS_DELTA_S_2_5); out_data_b[0].s02 = de * egain[0]; value = (B_z[0].s12 + B_z[0].s23 + B_z[1].s12 + B_z[1].s23) * 0.25f; de = dot_denoise (value, B_z[0].s12, B_z[0].s23, B_z[1].s12, B_z[1].s23, table, gain_coff0 * GUASS_DELTA_S_1_5); out_data_b[0].s13 = de * egain[1]; value = (B_z[1].s12 + B_z[1].s23) * 0.5f; de = dot_denoise (value, B_z[0].s12, B_z[0].s23, B_z[2].s12, B_z[2].s23, table, gain_coff0 * GUASS_DELTA_S_2_5); out_data_b[1].s13 = de * egain[3]; write_imagef (out, (int2)(out_x, out_y + out_height * 2), out_data_b[0]); write_imagef (out, (int2)(out_x, out_y + 1 + out_height * 2), out_data_b[1]); } } void shared_demosaic ( __local float *x_data_in, __local float *y_data_in, __local float *z_data_in, __local float *w_data_in, int in_x, int in_y, __write_only image2d_t out, uint output_height, int out_x, int out_y, uint has_denoise, __local float *table, CLEeConfig ee_config) { if (has_denoise) { demosaic_denoise_2_cell ( x_data_in, y_data_in, z_data_in, w_data_in, in_x, in_y, out, output_height, out_x, out_y, table, ee_config); } else { demosaic_2_cell ( x_data_in, y_data_in, z_data_in, w_data_in, in_x, in_y, out, output_height, out_x, out_y); } } __kernel void kernel_bayer_pipe (__read_only image2d_t input, uint input_height, __write_only image2d_t output, uint output_height, __global float * bnr_table, uint has_denoise, CLEeConfig ee_config ) { int g_id_x = get_global_id (0); int g_id_y = get_global_id (1); int g_size_x = get_global_size (0); int g_size_y = get_global_size (1); int l_id_x = get_local_id(0); int l_id_y = get_local_id(1); int l_size_x = get_local_size (0); int l_size_y = get_local_size (1); __local float p1_x[SLM_CELL_X_SIZE * SLM_CELL_Y_SIZE], p1_y[SLM_CELL_X_SIZE * SLM_CELL_Y_SIZE], p1_z[SLM_CELL_X_SIZE * SLM_CELL_Y_SIZE], p1_w[SLM_CELL_X_SIZE * SLM_CELL_Y_SIZE]; __local float SLM_delta_coef_table[64]; int out_x_start, out_y_start; int x_start = get_group_id (0) * WORKGROUP_CELL_WIDTH; int y_start = get_group_id (1) * WORKGROUP_CELL_HEIGHT; int i = mad24 (l_id_y, l_size_x, l_id_x); int j = i; i *= 4; if(i < SLM_CELL_X_SIZE * SLM_CELL_Y_SIZE) { grbg_slm_load (p1_x, p1_y, p1_z, p1_w, i, input, input_height, x_start - SLM_CELL_X_OFFSET, y_start - SLM_CELL_Y_OFFSET); } if(j < 64) SLM_delta_coef_table[j] = bnr_table[j]; barrier(CLK_LOCAL_MEM_FENCE); i = mad24 (l_id_y, l_size_x, l_id_x); int workitem_x_size = (SLM_CELL_X_VALID_SIZE / DEMOSAIC_X_CELL_PER_WORKITEM); int input_x = (i % workitem_x_size) * DEMOSAIC_X_CELL_PER_WORKITEM; int input_y = i / workitem_x_size; shared_demosaic ( p1_x, p1_y, p1_z, p1_w, input_x + SLM_CELL_X_OFFSET, input_y + SLM_CELL_Y_OFFSET, output, output_height, (input_x + x_start) * PIXEL_PER_CELL / 4, (input_y + y_start) * PIXEL_PER_CELL, has_denoise, SLM_delta_coef_table, ee_config); }