Breast Delineation in Full-Field Digital Mammography Using the Segment Anything Model by Andrés Larroza, Francisco Javier Pérez-Benito, Raquel Tendero, Juan Carlos Perez-Cortes, Marta Román, Rafael Llobet

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WaterSAM: Adapting SAM for Underwater Object Segmentation by Yang Hong, Xiaowei Zhou, Ruzhuang Hua, Qingxuan Lv, Junyu Dong

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The Segment Anything Model (SAM) for accelerating the smart farming revolution by Alberto Carraro, Marco Sozzi, Francesco Marinello

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Exploring Semantic Prompts in the Segment Anything Model for Domain Adaptation by Ziquan Wang, Yongsheng Zhang, Zhenchao Zhang, Zhipeng Jiang, Ying Yu, Li Li, Lei Li

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Tuning a SAM-Based Model With Multicognitive Visual Adapter to Remote Sensing Instance Segmentation by Linghao Zheng, Xinyang Pu, Su Zhang, Feng Xu

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A SAM-adapted weakly-supervised semantic segmentation method constrained by uncertainty and transformation consistency by Yinxia Cao, Xin Huang, Qihao Weng

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Segment Anything Model Combined with Multi-Scale Segmentation for Extracting Complex Cultivated Land Parcels in High-Resolution Remote Sensing Images by Zhongxin Huang, Haitao Jing, Yueming Liu, Xiaomei Yang, Zhihua Wang, Xiaoliang Liu, Ku Gao, Haofeng Luo

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Semantic Assistance in SAR Object Detection: A Mask-Guided Approach by Wei Liu, Lifan Zhou, Shan Zhong, Shengrong Gong

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Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation by Shanjuan Chen, Yunlong Yu, Yingming Li, Zhao Wang, Xi Li, Jungong Han

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Evaluating the Efficacy of Segment Anything Model for Delineating Agriculture and Urban Green Spaces in Multiresolution Aerial and Spaceborne Remote Sensing Images by Baoling Gui, Anshuman Bhardwaj, Lydia Sam

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Segment-anything embedding for pixel-level road damage extraction using high-resolution satellite images by Shuangcheng Zhang, Xiaoning He, Bowei Xue, Tong Wu, Keying Ren, Tong Zhao

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AI-powered detection and quantification of post-harvest physiological deterioration (PPD) in cassava using YOLO foundation models and K-means clustering by Daniela Gómez Ayalde, Juan Camilo Giraldo Londoño, Audberto Quiroga Mosquera, Jorge Luis Luna Melendez, Winnie Gimode, Thierry Tran, Xiaofei Zhang, Michael Gomez Selvaraj

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A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anything Model (SAM) for River Water Segmentation in Close-Range Remote Sensing Imagery by Armin Moghimi, Mario Welzel, Turgay Celik, Torsten Schlurmann

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Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation by Peilun Shi, Jianing Qiu, Sai Mu Dalike Abaxi, Hao Wei, Frank P.-W. Lo, Wu Yuan

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MobileSAM-Track: Lightweight One-Shot Tracking and Segmentation of Small Objects on Edge Devices by Yehui Liu, Yuliang Zhao, Xinyue Zhang, Xiaoai Wang, Chao Lian, Jian Li, Peng Shan, Changzeng Fu, Xiaoyong Lyu, Lianjiang Li, Qiang Fu, Wen Jung Li

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Multi-Type Change Detection and Distinction of Cultivated Land Parcels in High-Resolution Remote Sensing Images Based on Segment Anything Model by Zhongxin Huang, Xiaomei Yang, Yueming Liu, Zhihua Wang, Yonggang Ma, Haitao Jing, Xiaoliang Liu

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Efficient Domain Knowledge Injection for Bridging the Gap Between Generalized Large Vision Models and Specialized Fabric Defect Tasks by Zhewei Chen, Wai Keung Wong, Zuofeng Zhong, Jinpiao Liao, Ying Qu

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Crop Growth Analysis Using Automatic Annotations and Transfer Learning in Multi-Date Aerial Images and Ortho-Mosaics by Shubham Rana, Salvatore Gerbino, Ehsan Akbari Sekehravani, Mario Brandon Russo, Petronia Carillo

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