根据设计模式原理实现map_segmentation算法C++架构

根据设计模式原理实现map_segmentation算法C++架构

下面是一个使用设计模式原理实现地图分割算法的C++架构示例,其中有一个基类MapSegmentation和两个子类DistanceSegmentation和MorphologicalSegmentation,分别实现了不同的分割方法。

如果DistanceSegmentation子类有成员变量double room_upper_limit_morphological_和double room_lower_limit_morphological_,而MorphologicalSegmentation子类有成员变量double room_upper_limit_distance_和double room_lower_limit_distance_,那么你可以在各自的子类中添加这些成员变量,并在构造函数中进行初始化。

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#include <iostream>
#include <memory>
#include <opencv2/core/core.hpp>

enum class SegmentationMethod {
Distance,
Morphological
};

class MapSegmentation {
protected:
const cv::Mat& map_seg;
const double resolution;
const double robot_radius;

public:
MapSegmentation(const cv::Mat& map_seg, double resolution, double robot_radius)
: map_seg(map_seg), resolution(resolution), robot_radius(robot_radius) {}

virtual void segmentMap() = 0;
// 其他公共接口和成员函数
};

class DistanceSegmentation : public MapSegmentation {
private:
double room_upper_limit_morphological_;
double room_lower_limit_morphological_;

public:
DistanceSegmentation(const cv::Mat& map_seg, double resolution, double robot_radius,
double room_upper_limit_morphological, double room_lower_limit_morphological)
: MapSegmentation(map_seg, resolution, robot_radius),
room_upper_limit_morphological_(room_upper_limit_morphological),
room_lower_limit_morphological_(room_lower_limit_morphological) {}

void segmentMap() override {
// 使用 map_seg、resolution、robot_radius、room_upper_limit_morphological_ 和 room_lower_limit_morphological_ 进行 distance_segmentation 分割方法
std::cout << "Performing distance-based map segmentation..." << std::endl;
// 具体的实现逻辑
}
// 其他特定于 distance_segmentation 的接口和成员函数
};

class MorphologicalSegmentation : public MapSegmentation {
private:
double room_upper_limit_distance_;
double room_lower_limit_distance_;

public:
MorphologicalSegmentation(const cv::Mat& map_seg, double resolution, double robot_radius,
double room_upper_limit_distance, double room_lower_limit_distance)
: MapSegmentation(map_seg, resolution, robot_radius),
room_upper_limit_distance_(room_upper_limit_distance),
room_lower_limit_distance_(room_lower_limit_distance) {}

void segmentMap() override {
// 使用 map_seg、resolution、robot_radius、room_upper_limit_distance_ 和 room_lower_limit_distance_ 进行 morphological_segmentation 分割方法
std::cout << "Performing morphological-based map segmentation..." << std::endl;
// 具体的实现逻辑
}
// 其他特定于 morphological_segmentation 的接口和成员函数
};

int main() {
cv::Mat map_seg; // 定义地图
double resolution = 0.1; // 分辨率
double robot_radius = 0.5; // 机器人半径
double room_upper_limit_distance = 1.0; // distance_segmentation 子类的成员变量
double room_lower_limit_distance = 0.5; // distance_segmentation 子类的成员变量
double room_upper_limit_morphological = 3.0; // morphological_segmentation 子类的成员变量
double room_lower_limit_morphological = 2.0; // morphological_segmentation 子类的成员变量
SegmentationMethod method = SegmentationMethod::Distance; // 选择分割方法

std::unique_ptr<MapSegmentation> segmentationMethod;

if (method == SegmentationMethod::Distance) {
segmentationMethod = std::make_unique<DistanceSegmentation>(map_seg, resolution, robot_radius,
room_upper_limit_morphological,
room_lower_limit_morphological);
} else if (method == SegmentationMethod::Morphological) {
segmentationMethod = std::make_unique<MorphologicalSegmentation>(map_seg, resolution, robot_radius,
room_upper_limit_distance,
room_lower_limit_distance);
}

if (segmentationMethod) {
segmentationMethod->segmentMap();
}

return 0;
}

在main()函数中,我们定义了double room_upper_limit_distance、double room_lower_limit_distance、double room_upper_limit_morphological和double room_lower_limit_morphological作为各自子类的成员变量。然后根据所选的SegmentationMethod,我们使用条件语句创建相应的子类实例,并传递这些成员变量进行初始化。最后,我们检查指针是否有效,并调用segmentMap()函数进行地图分割。

请根据实际需要调整成员变量的命名和值。


根据设计模式原理实现map_segmentation算法C++架构
https://qiangsun89.github.io/2023/05/19/根据设计模式原理实现map-segmentation算法C-架构/
作者
Qiang Sun
发布于
2023年5月19日
许可协议