nnu-gisa/surface-normal

This is a tool.code for CVPR2019 paper 1899: Deep Surface Normal Guided Depth Prediction for Outdoor Secene from Sparce Lidar Data and Single Color Image.

surface-normal

This is a tool.code for CVPR2019 paper 1899: Deep Surface Normal Guided Depth Prediction for Outdoor Secene from Sparce Lidar Data and Single Color Image. The toolbox consists of some tools you might need for preparing the training data .

calplanenormal

The most important one is the Mat calplanenormal(Mat &src);

This function calculate the surface normal of the sparce lidar input, it will return a Mat res as the surface normal. You should set fcxcy windowsize threshold before use the function. The following function is used in Mat calplanenormal(Mat &src):
void cvFitPlane(const CvMat* points, float* plane);
void CallFitPlane(const Mat& depth,int * points,int i,int j,float plane12);
void search_plane_neighbor(Mat &img,int i,int j ,float threhold,int result);
int telldirection(float * abc,int i,int j,float d);

So if you need a clean code , you can download the clean.hpp. If you get any bugs in the clean.hpp,please check the original tool.cpp.

The suggest environment is g++ 4.1/linux16.04, opencv2.4.9.