From 85fc1949a56bf0184291251df4057b5baa390d2a Mon Sep 17 00:00:00 2001
From: yukke42 <yusuke.muramatsu@tier4.jp>
Date: Thu, 3 Mar 2022 23:34:18 +0900
Subject: [PATCH] docs: circleNMS description

---
 perception/lidar_centerpoint/lib/include/nms_kernel.hpp | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/perception/lidar_centerpoint/lib/include/nms_kernel.hpp b/perception/lidar_centerpoint/lib/include/nms_kernel.hpp
index 00d3f827f9aea..c62bc51abf7c9 100644
--- a/perception/lidar_centerpoint/lib/include/nms_kernel.hpp
+++ b/perception/lidar_centerpoint/lib/include/nms_kernel.hpp
@@ -21,7 +21,8 @@
 
 namespace centerpoint
 {
-// TODO(yukke42): add description
+// Non-maximum suppression (NMS) uses the distance on the xy plane instead of
+// intersection over union (IoU) to suppress overlapped objects.
 std::size_t circleNMS(
   thrust::device_vector<Box3D> & boxes3d, const float distance_threshold,
   thrust::device_vector<bool> & keep_mask, cudaStream_t stream);