JRDB : A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments

We present JRDB, a novel egocentric dataset collected from our social mobile manipulator JackRabbot. The dataset includes 64 minutes of annotated multimodal sensor data including stereo cylindrical 360 ° RGB video at 15 fps, 3D point clouds from two 16 planar rays Velodyne LiDARs, line 3D point clou...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 6 vom: 04. Juni, Seite 6748-6765
1. Verfasser: Martin-Martin, Roberto (VerfasserIn)
Weitere Verfasser: Patel, Mihir, Rezatofighi, Hamid, Shenoi, Abhijeet, Gwak, JunYoung, Frankel, Eric, Sadeghian, Amir, Savarese, Silvio
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, U.S. Gov't, Non-P.H.S.