Superpixel Benchmark
Superpixel benchmark, tools and algorithms.
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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... | |
Wrapper for running PCL on OpenCV images given the point cloud as OpenCV image.
Copyright (c) 2016, David Stutz Contact: david, davidstutz.de All rights reserved. .stu tz@rw th-a achen .de
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
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.
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Compute superpixels using VCCS.
[in] | image | image to compute superpixels on |
[in] | cloud | point cloud to compute superpixels in |
[in] | voxel_resolution | resolution of voxels in meters |
[in] | seed_resolution | step between superpixels in the cloud (in meters) |
[in] | spatial_weight | spatial weight |
[in] | normal_weight | normal weight |
[in] | use_transform | whether to use the transform, see PCL docs |
[out] | labels | superpixel labels after backprojection to the image plane |
Copyright (c) 2016, David Stutz Contact: david, davidstutz.de All rights reserved. .stu tz@rw th-a achen .de
Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:
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.