Underwater instance segmentation: a method based on channel spatial cross-cooperative attention mechanism and feature prior fusion by Zhiqian He, Lijie Cao, Lijie Cao, Xiaoqing Xu, Jianhao Xu

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YOLO-SG: Seafloor Topography Unit Recognition and Segmentation Algorithm Based on Lightweight Upsampling Operator and Attention Mechanisms by Yifan Jiang, Ziyin Wu, Fanlin Yang, Dineng Zhao, Xiaoming Qin, Mingwei Wang, Qiang Wang

Subjects: “…instance segmentation…”
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Rapid Automated Mapping of Clouds on Titan With Instance Segmentation by Zachary Yahn, Douglas M. Trent, Ethan Duncan, Benoît Seignovert, John Santerre, Conor A. Nixon

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Cross-Scale Guidance Integration Transformer for Instance Segmentation in Pathology Images by Yung-Ming Kuo, Jia-Chun Sheng, Chen-Hsuan Lo, You-Jie Wu, Chun-Rong Huang

Subjects: “…Instance segmentation…”
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Ship Contour: A Novel Ship Instance Segmentation Method Using Deep Snake and Attention Mechanism by Chen Chen, Songtao Hu, Feng Ma, Jie Sun, Tao Lu, Bing Wu

Subjects: “…ship instance segmentation…”
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Comprehensive Evaluation of Paprika Instance Segmentation Models Based on Segmentation Quality and Confidence Score Reliability by Nozomu Ohta, Kota Shimomoto, Hiroki Naito, Masakazu Kashino, Sota Yoshida, Tokihiro Fukatsu

Subjects: “…instance segmentation…”
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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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A Deep Learning Biomimetic Milky Way Compass by Yiting Tao, Michael Lucas, Asanka Perera, Samuel Teague, Timothy McIntyre, Titilayo Ogunwa, Eric Warrant, Javaan Chahl

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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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Fish Body Pattern Style Transfer Based on Wavelet Transformation and Gated Attention by Hongchun Yuan, Yixuan Wang

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Efficient extraction of experimental data from line charts using advanced machine learning techniques by Wenjin Yang, Jie He, Xiaotong Zhang

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AP-PointRend: An Improved Network for Building Extraction via High-Resolution Remote Sensing Images by Bowen Zhu, Ding Yu, Xiongwu Xiao, Jian Shen, Zhigao Cui, Yanzhao Su, Aihua Li, Deren Li

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An Edge-Aware Multitask Network Based on CNN and Transformer Backbone for Farmland Instance Segmentation by Yang Liu, Tong Zhang, Yanru Huang, Furong Shi

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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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Data Augmentation With Flickering Backgrounds and Instances for Instance Segmentation by Kisu Lee, Jungeun Kim, Ha Young Kim

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Apple Pose Estimation Based on SCH-YOLO11s Segmentation by Jinxing Niu, Mingbo Bi, Qingyuan Yu

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Model-Based Segmentation-Supported Camera Tracking in Fab’s Indoor Environments by Jeonghyeon Ahn, Jungho Ha, Jaemin Son, Junghyun Han

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