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    LGVM-YOLOv8n: A Lightweight Apple Instance Segmentation Model for Standard Orchard Environments by Wenkai Han, Tao Li, Zhengwei Guo, Tao Wu, Wenlei Huang, Qingchun Feng, Liping Chen

    Published 2025-06-01
    “…Additionally, segmentation accuracy under challenging conditions (front-light, back-light, and occlusion) improves by 3.28% to 4.31%. Deployment tests on an edge computing platform demonstrate real-time performance, with inference speed accelerated to 0.084 s per image and frame rate increased to 28.73 FPS. …”
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    Core Concepts Behind Quadripartitioned Neutrosophic Soft Block Matrices by S. Ramesh Kumar, A. Stanis Arul Mary

    Published 2025-07-01
    “…This enhancement overcomes limitations of traditional neutrosophic soft matrices by comprehensively representing complex situations where all four aspects must be simultaneously considered. Each matrix element is divided into four subcomponents for a more nuanced analysis of the decision alternatives and criteria. …”
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