Dam Crack Instance Segmentation Algorithm Based on Improved YOLOv8 by Shuaisen Ma, Mingyue Xu, Weiwu Feng

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Multi-Scale Localization Grouping Weighted Weakly Supervised Video Instance Segmentation and Air Cruiser Application by Yunnan Deng, Yaomin Liu, Yinhui Zhang, Zifen He

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A Picking Point Localization Method for Table Grapes Based on PGSS-YOLOv11s and Morphological Strategies by Jin Lu, Zhongji Cao, Jin Wang, Zhao Wang, Jia Zhao, Minjie Zhang

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DYMRO-SLAM: A Robust Stereo Visual SLAM for Dynamic Environments Leveraging Mask R-CNN and Optical Flow by Hongjie Cui, Xin Zhao, Guanyao Luo

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FGS-YOLOv8s-seg: A Lightweight and Efficient Instance Segmentation Model for Detecting Tomato Maturity Levels in Greenhouse Environments by Dongfang Song, Ping Liu, Yanjun Zhu, Tianyuan Li, Kun Zhang

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Improving Weakly-Supervised Video Instance Segmentation by Leveraging Spatio-Temporal Consistency by Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei

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ROM-Pose: restoring occluded mask image for 2D human pose estimation by Yunju Lee, Jihie Kim

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Query-Based Instance Segmentation with Dual Attention Transformer for Autonomous Vehicles by Aya Taourirte, Li-Hong Juang

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YOLOv8-TEA: Recognition Method of Tender Shoots of Tea Based on Instance Segmentation Algorithm by Wenbo Wang, Yidan Xi, Jinan Gu, Qiuyue Yang, Zhiyao Pan, Xinzhou Zhang, Gongyue Xu, Man Zhou

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Location Research and Picking Experiment of an Apple-Picking Robot Based on Improved Mask R-CNN and Binocular Vision by Tianzhong Fang, Wei Chen, Lu Han

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Zero-shot instance segmentation for plant phenotyping in vertical farming with foundation models and VC-NMS by Qin-Zhou Bao, Yi-Xin Yang, Qing Li, Hai-Chao Yang

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Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture by Manal El Akrouchi, Manal El Akrouchi, Manal Mhada, Dachena Romain Gracia, Malcolm J. Hawkesford, Bruno Gérard

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Pretraining instance segmentation models with bounding box annotations by Cathaoir Agnew, Eoin M. Grua, Pepijn Van de Ven, Patrick Denny, Ciarán Eising, Anthony Scanlan

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Automatic deep learning-based pipeline for Mediterranean fish segmentation by Caterina Muntaner-Gonzalez, Antonio Nadal-Martínez, Miguel Martin-Abadal, Yolanda Gonzalez-Cid

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E-Commerce Image Enhancement Method Based on Instance Segmentation and Background Replacement by Qiang Gao, Huiping Hu, Wei Liu

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Semi-Supervised Nuclei Instance Segmentation with Category-Adaptive Sampling and Region-Adaptive Attention by Xunci Li, Die Luo, Zimei Wei, Junan Long, Zhiwei Ye

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SPA-Net: An Offset-Free Proposal Network for Individual Tree Segmentation from TLS Data by Yunjie Zhu, Zhihao Wang, Qiaolin Ye, Lifeng Pang, Qian Wang, Xiaolong Zheng, Chunhua Hu

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Artificial intelligence for instance segmentation of MRI: advancing efficiency and safety in laparoscopic myomectomy of broad ligament fibroids by Feiran Liu, Minghuang Chen, Haixia Pan, Bin Li, Wenpei Bai

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GMVO: graph-CNN-based trajectories’ instance-level segmentation for multi-motion visual odometry by Fang Wan, Qiying Zhao, Hongchang Sun, Fengyu Zhou, Yanzheng Wang, Panlong Gu

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ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy Images by Gustavo Zanoni Felipe, Loris Nanni, Isadora Goulart Garcia, Jacqueline Nelisis Zanoni, Yandre Maldonado e Gomes da Costa

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