YOLOv8-SCS: Improved Object Detection for Autonomous Driving Under Adverse Weather Conditions (vol 13, pg 149933, 2025)

초록

In the above article [1], several typographical and illustration errors occurred during manuscript preparation. The following corrections are provided. On page 149934, in Table 1 of [1], the first bullet point of the YOLOv5 key features (first row, second column) has been corrected to Anchor-based Prediction. On page 149937, Fig. 2 of [1] presents the architecture of the proposed YOLOv8-SCS, along with the Conv and C2f modules and the parameters of the Swin Transformer, CBAM, and SCDown modules. Two issues in Fig. 2 have been corrected: (1) the C2f module was previously illustrated incorrectly; the module used in this work is identical to that in the original YOLOv8 architecture, and the corrected illustration is provided in Fig. 2; (2) the stride parameter of the SCDown module has been corrected from 3 to 2. The corrected Table 1 and Fig. 2 are provided on the following pages, respectively. These corrections address typographical and illustration errors introduced during manuscript preparation and do not affect the proposed methodology, experimental results, or conclusions of the paper. The model implementation and experiments used the correct stride value of 2; therefore, the experimental results and analysis remain unchanged. © 2013 IEEE.

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