对点云ply数据中的某一段进行等距切片的c++代码
以下是一个对点云PLY数据进行等距切片的C++代码示例:
#include <iostream>
#include <fstream>
#include <vector>
struct Point {
float x, y, z;
};
void slicePointCloud(const std::string& inputFile, const std::string& outputFile, float minZ, float maxZ, float sliceThickness) {
std::ifstream ifs(inputFile, std::ios::binary);
std::ofstream ofs(outputFile, std::ios::binary);
std::string line;
int numPoints = 0;
std::vector<Point> points;
// 读取PLY文件头部
while (std::getline(ifs, line)) {
if (line.find("element vertex") != std::string::npos) {
numPoints = std::stoi(line.substr(line.find_last_of(' ') + 1));
}
if (line == "end_header") {
break;
}
}
// 读取点云数据
points.resize(numPoints);
ifs.read(reinterpret_cast<char*>(points.data()), numPoints * sizeof(Point));
// 进行切片
std::vector<Point> slicedPoints;
for (const auto& point : points) {
if (point.z >= minZ && point.z <= maxZ) {
auto numSlices = static_cast<int>((point.z - minZ) / sliceThickness);
auto sliceZ = minZ + numSlices * sliceThickness;
Point slicedPoint = {point.x, point.y, sliceZ};
slicedPoints.push_back(slicedPoint);
}
}
// 写入切片后的点云数据
int numSlicedPoints = slicedPoints.size();
ofs << "ply\n";
ofs << "format binary_little_endian 1.0\n";
ofs << "element vertex " << numSlicedPoints << "\n";
ofs << "property float x\n";
ofs << "property float y\n";
ofs << "property float z\n";
ofs << "end_header\n";
ofs.write(reinterpret_cast<const char*>(slicedPoints.data()), numSlicedPoints * sizeof(Point));
}
int main() {
std::string inputFile = "input.ply";
std::string outputFile = "output.ply";
float minZ = 0.0f;
float maxZ = 1.0f;
float sliceThickness = 0.1f;
slicePointCloud(inputFile, outputFile, minZ, maxZ, sliceThickness);
return 0;
}
这个代码示例假设输入的点云PLY文件格式为二进制格式,其中包含一个名为"vertex"的元素,每个顶点包含3个浮点数属性表示坐标(x, y, z)。代码首先读取PLY文件头部,获取顶点数量,然后读取点云数据。接下来,代码遍历点云中的每个点,如果点的z坐标在[minZ, maxZ]范围内,则计算该点在切片中的位置,然后将切片后的点添加到新的点云数据中。最后,代码将切片后的点云数据写入输出PLY文件
原文地址: https://www.cveoy.top/t/topic/hCGf 著作权归作者所有。请勿转载和采集!