Papers › Recursive Video Lane Detection

Recursive Video Lane Detection

22 Aug 2023ICCV 2023 1arXiv:2308.11106archive 2025-07-28

Dongkwon Jin, Dahyun Kim, Chang-Su Kim

A novel algorithm to detect road lanes in videos, called recursive video lane detector (RVLD), is proposed in this paper, which propagates the state of a current frame recursively to the next frame. RVLD consists of an intra-frame lane detector (ILD) and a predictive lane detector (PLD). First, we design ILD to localize lanes in a still frame. Second, we develop PLD to exploit the information of the previous frame for lane detection in a current frame. To this end, we estimate a motion field and warp the previous output to the current frame. Using the warped information, we refine the feature map of the current frame to detect lanes more reliably. Experimental results show that RVLD outperforms existing detectors on video lane datasets. Our codes are available at https://github.com/dongkwonjin/RVLD.

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Conv_ResBlock dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive) · aa0b71500ffd7e31 · report
Deformable_Conv2d dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository ran Apache-2.0 (permissive) · 73a0894b6af0f827 · report
conv_bn_relu dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive) · 7782847fa3c9b106 · report
conv_relu dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive) · 4096212fc94a993a · report
positionalencoding2d dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository ran · honoured contract Apache-2.0 (permissive) · 79188a59272546c8 · report
Model dongkwonjin/RVLD/Modeling/OpenLane-V/PLD/code/models/model.py official repository unverified Apache-2.0 (permissive) · 6b746df8e0d97425 · report

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Lane Detection

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