GEONet: Global Enhancement and Optimization Network for Lane Detection
Suyang Xi, Yunhao Liu, Hong Ding, Mingshuo Wang, Zhenghan Chen, Xiaoxuan Liang
Abstract
The authors of this paper have formally requested its retraction. This request has been reviewed and accepted by AAAI Press and the Program and General Chairs of AAAI 2025.
The paper was originally submitted as a methodological extension of the authors' prior work published at AAAI 2024 [1]. During submission, the authors prepared an appendix that provided detailed comparisons with their earlier publication, highlighting new architectural elements and improvements in inference speed and accuracy.
However, during the camera-ready preparation the appendix was not included in the final version of the paper. As a result, essential contextual and comparative information was omitted, which led to misunderstandings among readers regarding the originality and ethical standing of the work.
After internal discussion, the authors concluded that, without this comparative documentation, the published paper did not meet their intended standards of academic transparency and integrity. To address these concerns and to uphold the integrity of the scholarly record, the authors have voluntarily requested retraction.
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Builds on9
- An Image is Worth 16x16 Words: Transformers for Image Recognition at ScaleAlexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn et al.ICLR 2021 · 21,477 citations
- SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural NetworksLingxiao Yang, Ru-Yuan Zhang, Lida Li, Xiaohua XieICML 2021 · 1,593 citations
- Learning Lightweight Lane Detection CNNs by Self Attention DistillationYuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change LoyICCV 2019 · 666 citations
- RESA: Recurrent Feature-Shift Aggregator for Lane DetectionTu Zheng, Hao Fang, Yi Zhang, Wenjian Tang et al.AAAI 2021 · 348 citations
- CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional ConvolutionLizhe Liu, Xiaohao Chen, Siyu Zhu, Ping TanICCV 2021 · 312 citations
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