Go to the documentation of this file.00001 #include <stdio.h>
00002 #include <math.h>
00003 void col2im_add_pixel(float *im, int height, int width, int channels,
00004 int row, int col, int channel, int pad, float val)
00005 {
00006 row -= pad;
00007 col -= pad;
00008
00009 if (row < 0 || col < 0 ||
00010 row >= height || col >= width) return;
00011 im[col + width*(row + height*channel)] += val;
00012 }
00013
00014 void col2im_cpu(float* data_col,
00015 int channels, int height, int width,
00016 int ksize, int stride, int pad, float* data_im)
00017 {
00018 int c,h,w;
00019 int height_col = (height + 2*pad - ksize) / stride + 1;
00020 int width_col = (width + 2*pad - ksize) / stride + 1;
00021
00022 int channels_col = channels * ksize * ksize;
00023 for (c = 0; c < channels_col; ++c) {
00024 int w_offset = c % ksize;
00025 int h_offset = (c / ksize) % ksize;
00026 int c_im = c / ksize / ksize;
00027 for (h = 0; h < height_col; ++h) {
00028 for (w = 0; w < width_col; ++w) {
00029 int im_row = h_offset + h * stride;
00030 int im_col = w_offset + w * stride;
00031 int col_index = (c * height_col + h) * width_col + w;
00032 double val = data_col[col_index];
00033 col2im_add_pixel(data_im, height, width, channels,
00034 im_row, im_col, c_im, pad, val);
00035 }
00036 }
00037 }
00038 }
00039