qdLMF / LIO-SAM-GPU-ScanToMapOpt

A CUDA reimplementation of the line/plane odometry of LIO-SAM. A point cloud hash map (inspired by iVox of Faster-LIO) on GPU is used to accelerate 5-neighbour KNN search.

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Have you done an accuracy comparison between original and your version?

juliangaal opened this issue · comments

In any case, nice work.

I personally optimized LIO-SAM with nanoflann_pcl and replaces all instances of radius search with knn search to reach a 2x speedup. GPU based knn search would have been my next step.

@juliangaal where i can find your implementation? does moving to nanoflann_pcl reduce the CPU usage?