Abstract: Highlights•Point cloud registration method based on a new descriptor encoding triangles.•Experimental validation on three well-established point clouds datasets.•Local triangles encoding enhances registration accuracy and robustness.•Efficient pose estimation using a novel farthest sampling-guided module
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