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Changxi Liu

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Open access Sep 2026

PineRipeSeg: a lightweight texture-edge-aware network for pineapple instance segmentation and ripeness classification in field environments

Dense leaf occlusion and fruit–leaf feature confusion hinder simultaneous extraction of pineapple instance contours and appearance-based ripeness classification in field images. A dataset of 6,019 field images and 9,393 polygon-annotated Bali pineapple instances was constructed, with fruits categorized as Un...

Hang Shi, Lin Wang, Nuo Li et al. · 0 citations

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