Search Results for author: Chenming Zhu

Found 5 papers, 2 papers with code

EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI

1 code implementation26 Dec 2023 Tai Wang, Xiaohan Mao, Chenming Zhu, Runsen Xu, Ruiyuan Lyu, Peisen Li, Xiao Chen, Wenwei Zhang, Kai Chen, Tianfan Xue, Xihui Liu, Cewu Lu, Dahua Lin, Jiangmiao Pang

In the realm of computer vision and robotics, embodied agents are expected to explore their environment and carry out human instructions.

Scene Understanding

Object2Scene: Putting Objects in Context for Open-Vocabulary 3D Detection

no code implementations18 Sep 2023 Chenming Zhu, Wenwei Zhang, Tai Wang, Xihui Liu, Kai Chen

Instead of leveraging 2D images, we propose Object2Scene, the first approach that leverages large-scale large-vocabulary 3D object datasets to augment existing 3D scene datasets for open-vocabulary 3D object detection.

3D Object Detection 3D Open-Vocabulary Object Detection +4

MV-FCOS3D++: Multi-View Camera-Only 4D Object Detection with Pretrained Monocular Backbones

1 code implementation26 Jul 2022 Tai Wang, Qing Lian, Chenming Zhu, Xinge Zhu, Wenwei Zhang

In this technical report, we present our solution, dubbed MV-FCOS3D++, for the Camera-Only 3D Detection track in Waymo Open Dataset Challenge 2022.

object-detection Object Detection +1

SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation

no code implementations CVPR 2022 Chenming Zhu, Xuanye Zhang, Yanran Li, Liangdong Qiu, Kai Han, Xiaoguang Han

Contour-based models are efficient and generic to be incorporated with any existing segmentation methods, but they often generate over-smoothed contour and tend to fail on corner areas.

Instance Segmentation Segmentation +1

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