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researcher

Siyuan Lin

3 papers hereh-index 473 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedLane Departure Prediction Based on Closed-Loop Vehicle Dynamics

5 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2024★ 1 cited

MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps

Hang Wu, Zhenghao Zhang, Siyuan Lin +4

Robust localization is the cornerstone of autonomous driving, especially in challenging urban environments where GPS signals suffer from multipath errors. Traditional localization…

cs.CV2024

BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line of Sight

Hang Wu, Zhenghao Zhang, Siyuan Lin +5

Bird's-eye-view (BEV) representation is crucial for the perception function in autonomous driving tasks. It is difficult to balance the accuracy, efficiency and range of BEV repres…

cs.RO2021★ 5 cited

Lane Departure Prediction Based on Closed-Loop Vehicle Dynamics

Daofei Li, Siyuan Lin, Guanming Liu

An automated driving system should have the ability to supervise its own performance and to request human driver to take over when necessary. In the lane keeping scenario, the pred…

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