使用C++写一个FLANN匹配器
时间: 2023-03-23 10:00:15 浏览: 164
好的,以下是使用C语言编写FLANN匹配器的示例代码:
```c
#include <stdio.h>
#include <stdlib.h>
#include <flann/flann.h>
int main(int argc, char** argv) {
int rows = 10;
int cols = 5;
float* dataset = (float*) malloc(rows * cols * sizeof(float));
// Fill dataset with random data
for (int i = 0; i < rows * cols; ++i) {
dataset[i] = (float) rand() / RAND_MAX;
}
// Build index
flann_index_t index_id = flann_build_index(dataset, rows, cols, FLANN_FLOAT);
// Query dataset
int num_queries = 3;
float* query = (float*) malloc(num_queries * cols * sizeof(float));
int* indices = (int*) malloc(num_queries * sizeof(int));
float* dists = (float*) malloc(num_queries * sizeof(float));
// Fill query with random data
for (int i = 0; i < num_queries * cols; ++i) {
query[i] = (float) rand() / RAND_MAX;
}
flann_find_nearest_neighbors_index(index_id, query, num_queries, indices, dists, 1, FLANN_CHECKS_UNLIMITED);
// Print results
for (int i = 0; i < num_queries; ++i) {
printf("Query %d: Nearest neighbor index = %d, Distance = %f\n", i, indices[i], dists[i]);
}
// Clean up
flann_free_index(index_id, NULL);
free(dataset);
free(query);
free(indices);
free(dists);
return 0;
}
```
这是一个简单的FLANN匹配器实现,它使用随机数据填充数据集和查询,并打印出每个查询的最近邻居的索引和距离。如果需要使用实际数据进行匹配,请将数据集和查询替换为实际数据。
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