3D Object Detection From Stereo Images
12 papers with code • 3 benchmarks • 4 datasets
Estimating oriented 3D bounding boxes from Stereo Cameras only.
Image: You et al
Latest papers with no code
Confidence Guided Stereo 3D Object Detection with Split Depth Estimation
To tackle these two issues, we propose CG-Stereo, a confidence-guided stereo 3D object detection pipeline that uses separate decoders for foreground and background pixels during depth estimation, and leverages the confidence estimation from the depth estimation network as a soft attention mechanism in the 3D object detector.
Object-Centric Stereo Matching for 3D Object Detection
The issue with existing stereo matching networks is that they are designed for disparity estimation, not 3D object detection; the shape and accuracy of object point clouds are not the focus.