← Search

Jinming Cao

2 accepted papers

2024

SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection

AAAI 2024technical

In the field of autonomous driving, accurate and comprehensive perception of the 3D environment is crucial. Bird's Eye View (BEV) based methods have emerged as a promising solution for 3D object detection using multi-view images as input. However, existing 3D object detection methods often ignore th…

2021

ShapeConv: Shape-Aware Convolutional Layer for Indoor RGB-D Semantic Segmentation

ICCV 2021poster

RGB-D semantic segmentation has attracted increasing attention over the past few years. Existing methods mostly employ homogeneous convolution operators to consume the RGB and depth features, ignoring their intrinsic differences. In fact, the RGB values capture the photometric appearance properties…

Cited by 199PDFcodeScholar