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Yiman Chen

3 accepted papers

2021

Real-Time Instance Segmentation With Discriminative Orientation Maps

ICCV 2021poster

Although instance segmentation has made considerable advancement over recent years, it's still a challenge to design high accuracy algorithms with real-time performance. In this paper, we propose a real-time instance segmentation framework termed OrienMask. Upon the one-stage object detector YOLOv3,…

Cited by 22PDFcodeScholar
2020

DSSF-net: Dual-Task Segmentation and Self-supervised Fitting Network for End-to-End Lane Mark Detection

IROS 2020poster

Lane mark detection is one of the key tasks for autonomous driving systems. Accurate detection of lane marks under complex urban environments remains a challenge. In this paper, an end-to-end lane mark detection network named DSSF-net, which is capable of directly outputting the accurate fitted lane…

Cited by 1SourceScholar
2019

3D Reconstruction by Single Camera Omnidirectional Multi-Stereo System

IROS 2019poster

Omnidirectional catadioptric systems are popular in robotic applications thanks to their large field of view. For 3D scene reconstruction in a single shot, usually two different catadioptric cameras are needed. More cameras may contribute to better reconstruction while larger mounting space and high…

Cited by 0SourceScholar