Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset by Thanh Tuan Thai, Thanh Tuan Thai, Thanh Tuan Thai, Ki-Bon Ku, Anh Tuan Le, Anh Tuan Le, San Su Min Oh, Ngo Hoang Phan, Ngo Hoang Phan, In-Jung Kim, Yong Suk Chung, Yong Suk Chung

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Weakly Supervised Instance Segmentation in Aerial Images via Comprehensive Spatial Adaptation by Jingting Xu, Peng Luo, Dejun Mu

Subjects: “…instance segmentation…”
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A Method for Measuring Strawberry Leaf Area Based on Three-Dimensional Point Cloud Instance Segmentation by Zhipeng Li, Shusheng Wang, Yuanping Su, Dongyun Yu

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Root segmentation of horticultural plants in X-Ray CT images by integrating 2D instance segmentation with 3D point cloud clustering by Mary E. Cassity, Paul C. Bartley, Yin Bao

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Enhanced Atrous Spatial Pyramid Pooling Feature Fusion for Small Ship Instance Segmentation by Rabi Sharma, Muhammad Saqib, C. T. Lin, Michael Blumenstein

Subjects: “…instance segmentation…”
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PIS-Net: Efficient weakly supervised instance segmentation network based on annotated points for rice field weed identification by Hao Chen, Youliu Zhang, Caijie He, Chuting Chen, Yaoxuan Zhang, Zhiying Chen, Yu Jiang, Caixia Lin, Ruijun Ma, Long Qi

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Instance segmentation by blend U‐Net and VOLO network by Hongfei Deng, Bin Wen, Rui Wang, Zuwei Feng

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Cucumber Leaf Segmentation Based on Bilayer Convolutional Network by Tingting Qian, Yangxin Liu, Shenglian Lu, Linyi Li, Xiuguo Zheng, Qingqing Ju, Yiyang Li, Chun Xie, Guo Li

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The urine formed element instance segmentation based on YOLOv5n by Shuqin Tu, Hongxing Liu, Liang Mao, Chang Tu, Wenwei Ye, Huiming Yu, Weidian Chen

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SwinInsSeg: An Improved SOLOv2 Model Using the Swin Transformer and a Multi-Kernel Attention Module for Ship Instance Segmentation by Rabi Sharma, Muhammad Saqib, Chin-Teng Lin, Michael Blumenstein

Subjects: “…instance segmentation…”
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CabbageNet: Deep Learning for High-Precision Cabbage Segmentation in Complex Settings for Autonomous Harvesting Robotics by Yongqiang Tian, Xinyu Cao, Taihong Zhang, Huarui Wu, Chunjiang Zhao, Yunjie Zhao

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An Aerial Photogrammetry Benchmark Dataset for Point Cloud Segmentation and Style Translation by Meida Chen, Kangle Han, Zifan Yu, Andrew Feng, Yu Hou, Suya You, Lucio Soibelman

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Individual mapping of large polymorphic shrubs in high mountains using satellite images and deep learning by Rohaifa Khaldi, Siham Tabik, Sergio Puertas-Ruiz, Julio Peñas de Giles, José Antonio Hódar Correa, Regino Zamora, Domingo Alcaraz Segura

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Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks by Nermeen Abou Baker, David Rohrschneider, Uwe Handmann

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Deep learning-based instance segmentation for improved pepper phenotyping by Laura Gómez-Zamanillo, Pablo Galán, Arantza Bereciartúa-Pérez, Artzai Picón, José Miguel Moreno, Markus Berns, Jone Echazarra

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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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IA-YOLO: A Vatica Segmentation Model Based on an Inverted Attention Block for Drone Cameras by Caili Yu, Yanheng Mai, Caijuan Yang, Jiaqi Zheng, Yongxin Liu, Chaoran Yu

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

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IPD-SLAM: A VSLAM Algorithm Based on Instance Segmentation and Parallax Angle Modeling in Dynamic Scenes by Wenjun Dai, Tao Xu

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