naoki-mizuno / StairwayDetection

Repository for Stairway Detection using PointCloud Data

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Graph-based Stairway Detection using PointCloud Data

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To install the repository:

Go to main directory

mkdir build
cd build

cmake ..
make -j8

2 example situation are given in the repository. To test them use:

./stair_det ../examples/13-Depth.pcd ../examples/13-Result.pcd
./stair_det ../examples/25-Depth.pcd ../examples/25-Result.pcd

Depending on the accuracy of the employed LIDAR some parameters need to be tuned accordingly. Most important are the parameters of the region growing algorithm in src/regiongrowing.h

The processing steps of the algorihm are explained in "3D graph based stairway detection and localization for mobile robots" (http://ieeexplore.ieee.org/document/7759096/).

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Repository for Stairway Detection using PointCloud Data


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