我正在研究多线程中值函数,作为更大项目的一部分。我有很少的C ++经验。下面的中值函数应该采用3维int向量的向量,并返回int的3维向量,其中每个条目是输入向量中该索引中所有条目的中值。因此,如果输入是<<<<<<>>,< 1,2,3>,< 2,2,2>>,则返回< 2,2,2>。此代码将用于实现中等模糊以用于实时视频,因此需要多线程化。
#include <thread>
#include <iostream>
#include <mutex>
#include <vector>
#include <algorithm>
#include "median.h"
// mutex to protect bgrPixel (possibly not needed)
std::mutex mtx;
std::vector<int> median(const std::vector<std::vector<int> >& input)
{
std::vector<int> bgrPixel; // Vector to store median BGR value
std::thread first(thread_function, bgrPixel, input, 0); // thread for each colour channel
std::thread second(thread_function, bgrPixel, input, 1);
std::thread third(thread_function, bgrPixel, input, 2);
first.join();
second.join();
third.join();
return bgrPixel;
}
void thread_function(std::vector<int>& bgrPixel, const std::vector<std::vector<int> >& input1, int channel)
{
std::vector<int> input = input1[channel]; // copy the colour channel
std::sort(input.begin(), input.end());
int size = input.size();
if (size %2 == 0) // get the median
{
mtx.lock();
bgrPixel[channel] = (input[size/2] + input[size/2 + 1])/2;
mtx.unlock();
} else
{
mtx.lock();
bgrPixel[channel] = input[(size-1)/2];
mtx.unlock();
}
}
我遇到的问题是,在编译时,g ++(还有clang)会给出一个相当难以理解的错误:
g++ -std=c++11 -pthread -o median median.cpp
In file included from /usr/include/c++/4.8.2/thread:39:0,
from median.cpp:1:
/usr/include/c++/4.8.2/functional: In instantiation of ‘struct std::_Bind_simple<void (*(std::vector<int>, std::vector<std::vector<int> >, int))(std::vector<int>&, const std::vector<std::vector<int> >&, int)>’:
/usr/include/c++/4.8.2/thread:137:47: required from ‘std::thread::thread(_Callable&&, _Args&& ...) [with _Callable = void (&)(std::vector<int>&, const std::vector<std::vector<int> >&, int); _Args = {std::vector<int, std::allocator<int> >&, const std::vector<std::vector<int, std::allocator<int> >, std::allocator<std::vector<int, std::allocator<int> > > >&, int}]’
median.cpp:15:58: required from here
/usr/include/c++/4.8.2/functional:1697:61: error: no type named ‘type’ in ‘class std::result_of<void (*(std::vector<int>, std::vector<std::vector<int> >, int)) (std::vector<int>&, const std::vector<std::vector<int> >&, int)>’
typedef typename result_of<_Callable(_Args...)>::type result_type;
^
/usr/include/c++/4.8.2/functional:1727:9: error: no type named ‘type’ in ‘class std::result_of<void (*(std::vector<int>, std::vector<std::vector<int> >, int)) (std::vector<int>&, const std::vector<std::vector<int> >&, int)>’
_M_invoke(_Index_tuple<_Indices...>)
^
我发现了类似的错误消息c++11 Thread class how to use a class member function,但它并没有特别针对我的问题。 任何帮助都会非常感激,我完全相信这是因为我不知道我在做什么:P
编辑:thread_function和median的原型包含在头文件median.h中。
答案 0 :(得分:9)
替换
std::thread first(thread_function, bgrPixel, input, 0);
通过
std::thread first(thread_function, std::ref(bgrPixel), std::ref(input), 0);