LSH-DETR: object detection algorithm for marine benthic organisms based on improved DETR

Wu, Shuang; Liu, Yong; Li, Sha; Zhang, Shoujiang

doi:10.1117/1.jei.31.6.063030

Search citation statements

Order By: Relevance

Paper Sections

Select...

Cross-layer Aggregation Spatial Dimension Reduction Module1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2023

2024

Publication Types

Select...

Article4

Relationship

Self Cite0

Independent4

Authors

Journals

Cited by 4 publications

(1 citation statement)

References 41 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The CASDRM module incorporates the idea of cross-layer aggregation, 34 which aims to enhance feature representation. 35,36 The CASDRM module enriches and fine-tunes the feature expression by merging low-level and high-level feature information, which enhances the model's performance and generalizability. Meanwhile, the idea of cross-layer aggregation can also improve the stability of the model.…”

Section: Cross-layer Aggregation Spatial Dimension Reduction Modulementioning

confidence: 99%