Care3D: 実ロボット介護環境における能動的3D物体検出データセット
Care3D: An Active 3D Object Detection Dataset of Real Robotic-Care Environments
介護ロボット研究で使われる実環境を対象に、能動的3D物体検出のためのアノテーション付きデータセットを構築し、SLAM評価用の正解データも提供した。
著者: Michael G. Adam, Sebastian Eger, Martin Piccolrovazzi, Maged Iskandar, Joern Vogel, Alexander Dietrich, Seongjien Bien, Jon Skerlj, Abdeldjallil Naceri, Eckehard Steinbach, Alin Albu-Schaeffer, Sami Haddadin, Wolfram Burgard
分類: cs.RO, cs.CV
原文アブストラクト
As labor shortage increases in the health sector, the demand for assistive robotics grows. However, the needed test data to develop those robots is scarce, especially for the application of active 3D object detection, where no real data exists at all. This short paper counters this by introducing such an annotated dataset of real environments. The captured environments represent areas which are already in use in the field of robotic health care research. We further provide ground truth data within one room, for assessing SLAM algorithms running directly on a health care robot.
