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I need to convert a opencv::gpumat to a thrust::device_vector, then perform a thrust::copy_if , then copy the resultant thrust::device_vector to a cv::gpumat again.

How to convert from cv::gpumat to thrust::device_vector & vice-versa?

My code(below) gives compilation error: error: expected a type specifier

gcc (Ubuntu 5.4.0-6ubuntu1~16.04.10) 5.4.0 20160609

nvcc: Cuda compilation tools, release 8.0, V8.0.44

Thrust v1.8

ubuntu 16.04

My code:

#include <thrust/random.h>

#include <thrust/device_ptr.h>
#include <thrust/device_vector.h>

#include <opencv2/core/cuda.hpp>

int main(void)
{
    cv::Mat input_host(1,100,CV_32F);
    cv::Mat output_host(1,100,CV_32F);

    cv::randu(input_host, cv::Scalar(-10), cv::Scalar(10));
    cv::cuda::GpuMat input_device(1, 100, CV_32F);
    input_device.upload(input_host);

    thrust::device_ptr<CV_32F> input_ptr(input_device.ptr());

    thrust::device_vector<CV_32F>   input_device_vector  (input_ptr,100);
    return 0;
}

I need to convert a opencv::gpumat to a thrust::device_vector, then perform a thrust::copy_if , then copy the resultant thrust::device_vector to a cv::gpumat again.

How to convert from cv::gpumat to thrust::device_vector & vice-versa? I am omitting the thrust::copy_if statements for clarity in my code below.

My code(below) gives compilation error: error: expected a type specifier

gcc (Ubuntu 5.4.0-6ubuntu1~16.04.10) 5.4.0 20160609

nvcc: Cuda compilation tools, release 8.0, V8.0.44

Thrust v1.8

ubuntu 16.04

My code:

#include <thrust/random.h>

#include <thrust/device_ptr.h>
#include <thrust/device_vector.h>

#include <opencv2/core/cuda.hpp>

int main(void)
{
    cv::Mat input_host(1,100,CV_32F);
    cv::Mat output_host(1,100,CV_32F);

    cv::randu(input_host, cv::Scalar(-10), cv::Scalar(10));
    cv::cuda::GpuMat input_device(1, 100, CV_32F);
    input_device.upload(input_host);

    thrust::device_ptr<CV_32F> input_ptr(input_device.ptr());

    thrust::device_vector<CV_32F>   input_device_vector  (input_ptr,100);
    return 0;
}