Abstract: 3D object detection is a fundamental technique for scene perception of autonomous robots. Recent methods rely heavily on muti-beam LiDAR such as 64-beam, which is limited by the cost and ...

Abstract: With the development of deep convolutional neural networks, significant progress has been made in object detection over the past few years. Current detection algorithms demonstrate high ...