Accurate object detection in regional-scale remote sensing imagery is challenged by significant scale variation, dense small targets, and complex background interference. While mainstream detection frameworks have achieved competitive results, their performance often declines when directly applied to high-resolution ae...
Yi-Ran Zhao, Rosniza Aznie Che Rose, Kuok Choy Lam· International journal of pat...· 0 citations
Compared to existing object detection models, SOCD-YOLO demonstrates enhanced performance in terms of citrus fruit detection accuracy and robustness, providing a valuable reference for artificial intelligence based real-time fruit detection and position measurement in densely occluded environments.
Yi-Ran Zhao, Jian-Bo Lu· Measurement science and tech...· 0 citations
The results indicate that explicit capacity allocation is a useful complement to Gaussian refinement for semantic occupancy prediction, and the proposed Semantic Gaussian Allocation Transformer (SAGFormer) improves occupancy prediction under the evaluated protocols and yields more semantically consistent and better-uti...
Kanglin Ning, Yi-Ran Zhao, Wenrui Li et al.· arXiv.org· 0 citations
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