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Author

Yi-Ran Zhao

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Oct 2026

Regional-Scale Object Feature Recognition in High-Resolution Remote Sensing Images Based on YOLOv8

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 · 0 citations
Open access Aug 2026

A lightweight detection method for citrus fruits based on improved YOLO11 in dense occlusion environments

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 · 0 citations
Jul 2026

Learning Adaptive Semantic Gaussian Allocation for 3D Occupancy

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. · 0 citations

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