Improved YOLOv8-Based Segmentation Method for Strawberry Leaf and Powdery Mildew Lesions in Natural Backgrounds by Mingzhou Chen, Wei Zou, Xiangjie Niu, Pengfei Fan, Haowei Liu, Cuiling Li, Changyuan Zhai

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Garment Recognition and Reconstruction Using Object Simultaneous Localization and Mapping by Yilin Zhang, Koichi Hashimoto

Subjects: “…instance segmentation…”
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Enhanced boundary perception and streamlined instance segmentation by Junyong Shi, Guangzhi Chen, Yu Chen

Subjects: “…Instance segmentation…”
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Surveying the deep: A review of computer vision in the benthos by Cameron Trotter, Huw J. Griffiths, Rowan J. Whittle

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Instance Segmentation Algorithm of Urban Street Scene Based on Data Augmentation and Feature Enhancement by LI Chengyan, CHE Zixuan, ZHENG Qisen

Subjects: “…instance segmentation…”
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Research on the Visual SLAM Algorithm for Unmanned Surface Vehicles in Nearshore Dynamic Scenarios by Yanran Zhang, Lan Zhang, Qiang Yu, Bowen Xing

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Tomato Stem Recognition Based on Yolox by Holý Miroslav, Cviklovič Vladimír, Tóth Ladislav, Vacho Lukáš, Olejár Martin, Kósa Patrik, Baláži Juraj, Paulovič Stanislav

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Region versus query based instance segmentation models: application to the estimation of aggregated TiO2 particles size distribution measured by SEM by Paul Monchot, Loïc Coquelin, Nicolas Fischer

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BrRacemeCounter: An AI-based desktop tool for counting racemes in Urochloa spp. by Darwin Alexis Arrechea-Castillo, Paula Espitia-Buitrago, Ronald David Arboleda, Ana Marcela Gallego-Muñoz, Valeria Moreno-Domínguez, Juan Manuel Gaviria-Valencia, Valeria Andrea Bravo, Andres Felipe Ruiz-Hurtado, Rosa N. Jauregui, Juan Andrés Cardoso

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GrotUNet: a novel leaf segmentation method by Hongfei Deng, Hongfei Deng, Bin Wen, Bin Wen, Cheng Gu, Yingjie Fan

Subjects: “…instance segmentation…”
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Detectron2-enhanced mask R-CNN for precise instance segmentation of rice blast disease in Tanzania: Supporting timely intervention and data-driven severity assessment by Reuben Alfred, Judith Leo, Shubi F. Kaijage

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SVPDSA: Selective View Perception Data Synthesis With Annotations Using Lightweight Diffusion Network by S. Raghavendra, Vijayalakshmi, Vainidhi, S. K. Abhilash, Venu Madhav Nookala, P. V. Arun Kumar, Ramyashree

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Amodal Instance Segmentation for Mealworm Growth Monitoring Using Synthetic Training Images by Przemyslaw Dolata, Pawel Majewski, Piotr Lampa, Maciej Zieba, Jacek Reiner

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PS-YOLO-seg: A Lightweight Instance Segmentation Method for Lithium Mineral Microscopic Images Based on Improved YOLOv12-seg by Zeyang Qiu, Xueyu Huang, Zhicheng Deng, Xiangyu Xu, Zhenzhong Qiu

Subjects: “…instance segmentation…”
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Real-time reading system for pointer meter based on YolactEdge by Chengjun Yang, Ruijie Zhu, Xinde Yu, Ce Yang, Lijun Xiao, Scott Fowler

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DBA-RTMDet: A High-Precision and Real-Time Instance Segmentation Method for Identification of Damaged Buildings in Postearthquake UAV Imagery by Kangsan Yu, Shumin Wang, Yitong Wang, Ziying Gu, Yuanhao Wang

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SAR Image Target Segmentation Guided by the Scattering Mechanism-Based Visual Foundation Model by Chaochen Zhang, Jie Chen, Zhongling Huang, Hongcheng Zeng, Zhixiang Huang, Yingsong Li, Hui Xu, Xiangkai Pu, Long Sun

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Apple Rootstock Cutting Drought-Stress-Monitoring Model Based on IMYOLOv11n-Seg by Xu Wang, Hongjie Liu, Pengfei Wang, Long Gao, Xin Yang

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Food Waste Detection in Canteen Plates Using YOLOv11 by João Ferreira, Paulino Cerqueira, Jorge Ribeiro

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Intratentacular budding and zooid-dynamics in two coral genera by Matan Yuval, Amit Peleg, Elvan Ceyhan, Dan Tchernov, Yossi Loya, Avi Bar-Massada, Tali Treibitz

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