Abstract: 3D object detection from images, one of the fundamental and challenging problems ... Benefiting from the rapid development of deep learning technologies, image-based 3D detection has ...

Abstract: Recent camera-based 3D ... motion cue of objects. These approaches do not fully exploit the potential of sequential images and show limited performance improvements. To address this ...

However, Meta is moving out of the conventional method of AI detection, as its new AI, Segment Anything, can detect never-seen-before objects in images ... an object in 3D or draw from views ...

To tackle this issue, scientists have developed multi-modal 3D object detection methods that combine 3D LiDAR data with 2D RGB images taken by standard cameras ... of three novel modules: the ...

Point cloud-based 3D object detection is a key technology in autonomous driving ... and highway environments, and provides rich image and LiDAR data. The dataset consists of 7481 training samples and ...