Superpixel Benchmark
Superpixel benchmark, tools and algorithms.
Static Public Member Functions | List of all members
VCCS_OpenCV_PCL Class Reference

Wrapper for running PCL on OpenCV images given the point cloud as OpenCV image. More...

#include <vccs_opencv_pcl.h>

Static Public Member Functions

static void computeSuperpixels (const cv::Mat &image, const cv::Mat &cloud, float voxel_resolution, float seed_resolution, float spatial_weight, float normal_weight, bool use_transform, cv::Mat &labels)
 Compute superpixels using VCCS. More...
 

Detailed Description

Wrapper for running PCL on OpenCV images given the point cloud as OpenCV image.

Copyright (c) 2016, David Stutz Contact: david.nosp@m..stu.nosp@m.tz@rw.nosp@m.th-a.nosp@m.achen.nosp@m..de, davidstutz.de All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

  1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
  2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
  3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Author
David Stutz

Member Function Documentation

void VCCS_OpenCV_PCL::computeSuperpixels ( const cv::Mat &  image,
const cv::Mat &  cloud,
float  voxel_resolution,
float  seed_resolution,
float  spatial_weight,
float  normal_weight,
bool  use_transform,
cv::Mat &  labels 
)
static

Compute superpixels using VCCS.

Parameters
[in]imageimage to compute superpixels on
[in]cloudpoint cloud to compute superpixels in
[in]voxel_resolutionresolution of voxels in meters
[in]seed_resolutionstep between superpixels in the cloud (in meters)
[in]spatial_weightspatial weight
[in]normal_weightnormal weight
[in]use_transformwhether to use the transform, see PCL docs
[out]labelssuperpixel labels after backprojection to the image plane

Copyright (c) 2016, David Stutz Contact: david.nosp@m..stu.nosp@m.tz@rw.nosp@m.th-a.nosp@m.achen.nosp@m..de, davidstutz.de All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

  1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
  2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
  3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.


The documentation for this class was generated from the following files: