The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot

29 June 2023

L. Osco

Qiusheng Wu

Eduardo Lopes de Lemos

Jonathan Li

Papers citing "The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot"

50 / 56 papers shown

Title
Industrial Synthetic Segment Pre-training Shinichi Mae Ryousuke Yamada Hirokatsu Kataoka VLM 7 0 0 19 May 2025
A Novel WaveInst-based Network for Tree Trunk Structure Extraction and Pattern Analysis in Forest Inventory Chenyang Fan Xujie Zhu Taige Luo Sheng Xu Zhulin Chen Hongxin Yang 28 0 0 03 May 2025
XeMap: Contextual Referring in Large-Scale Remote Sensing Environments Yong Li Lu Si Y. T. Hou Chengaung Liu Yangqiu Song Hongjian Fang Jingyang Zhang 82 0 0 30 Apr 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
Post-Hurricane Debris Segmentation Using Fine-Tuned Foundational Vision Models Kooshan Amini Yuhao Liu Jamie Ellen Padgett Guha Balakrishnan Ashok Veeraraghavan 33 0 0 17 Apr 2025
UCS: A Universal Model for Curvilinear Structure Segmentation Dianshuo Li Li Chen Yuhang Cao Kai Zhu Jun Cheng 40 0 0 05 Apr 2025
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery Mykola Lavreniuk Nataliia Kussul Andrii Shelestov Bohdan Yailymov Yevhenii Salii Volodymyr Kuzin Zoltan Szantoi 34 0 0 03 Apr 2025
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery Mélisande Teng Arthur Ouaknine Etienne Laliberté Yoshua Bengio David Rolnick Hugo Larochelle 62 0 0 26 Mar 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 58 0 0 19 Mar 2025
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object Zhe Shan Yang Liu Lei Zhou C. Yan Haoyu Wang Xia Xie 47 1 0 15 Mar 2025
Breaking the Box: Enhancing Remote Sensing Image Segmentation with Freehand Sketches Ying Zang Yuncan Gao Jiangi Zhang Yuangi Hu Runlong Cao Lanyun Zhu Qi Zhu Deyi Ji Renjun Xu Tianrun Chen 61 0 0 15 Mar 2025
UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction Chenyu Li Danfeng Hong Bing Zhang Yuxuan Li Gustau Camps-Valls X. Zhu J. Chanussot 71 1 0 24 Feb 2025
EchoONE: Segmenting Multiple echocardiography Planes in One Model Jiongtong Hu Wei Zhuo Jun Cheng Yingying Liu Wufeng Xue Dong Ni 87 1 0 04 Dec 2024
ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification Pan Zhang Baochai Peng Chaoran Lu Quanjin Huang 86 1 0 03 Dec 2024
Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites Meghan Plumridge Rasmus Maråk Chiara Ceccobello Pablo Gómez Gabriele Meoni F. Svoboda Nicholas D. Lane 68 0 0 26 Nov 2024
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Ranjan Sapkota Achyut Paudel Manoj Karkee SyDa 66 7 0 18 Nov 2024
MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection Data Chika Maduabuchi Ericmoore Jossou Matteo Bucci 42 0 0 12 Nov 2024
VideoSAM: A Large Vision Foundation Model for High-Speed Video Segmentation Chika Maduabuchi Ericmoore Jossou Matteo Bucci 43 1 0 22 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Jing Liu H. Shen Xiaofeng Zhu Ping Hu VLM 53 4 0 07 Oct 2024
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation Osher Rafaeli T. Svoray Ariel Nahlieli 37 0 0 02 Oct 2024
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 45 14 0 20 Sep 2024
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation Linghao Zheng Xinyang Pu Feng Xu 34 2 0 16 Aug 2024
Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2 Osher Rafaeli T. Svoray Roni Blushtein-Livnon Ariel Nahlieli VLM 58 10 0 13 Aug 2024
Earth System Data Cubes: Avenues for advancing Earth system research David Montero Guido Kraemer Anca Anghelea C. Aybar Gunnar Brandt ... Francesco Martinuzzi Martin Reinhardt Maximilian Sochting Khalil Teber Miguel D. Mahecha 40 2 0 05 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 59 1 0 02 Aug 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps Josh Veitch-Michaelis Andrew Cottam Daniella Schweizer Eben N. Broadbent David Dao Ce Zhang Angélica María Almeyda Zambrano Simeon Max 35 1 0 16 Jul 2024
Efficient Cutting Tool Wear Segmentation Based on Segment Anything Model Zongshuo Li Ding Huo M. Meurer Thomas Bergs 36 0 0 01 Jul 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 48 1 0 16 Jun 2024
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models Edoardo Arnaudo Jacopo Lungo Vaschetti Lorenzo Innocenti Luca Barco Davide Lisi V. Fissore Claudio Rossi 38 1 0 30 May 2024
MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model Rajat Sahay Andreas E. Savakis MoE 49 0 0 01 May 2024
TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model Changhong Hou Junchuan Yu Daqing Ge Liu Yang Laidian Xi Yunxuan Pang Yi Wen 25 0 0 15 Mar 2024
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels Zhuo Li Wei He Jiepan Li Fangxiao Lu Hongyan Zhang 31 12 0 05 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 33 2 0 03 Mar 2024
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything Safouane El Ghazouali Youssef Mhirit Ali Oukhrid Umberto Michelucci H. Nouira 48 8 0 29 Feb 2024
A Multispectral Automated Transfer Technique (MATT) for machine-driven image labeling utilizing the Segment Anything Model (SAM) James E. Gallagher Aryav Gogia E. Oughton VLM 37 8 0 18 Feb 2024
Comparative Evaluation of Traditional and Deep Learning-Based Segmentation Methods for Spoil Pile Delineation Using UAV Images Sureka Thiruchittampalam B. Banerjee Nancy F. Glenn S. Raval 23 1 0 01 Feb 2024
Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM) Hongruixuan Chen Jian Song Naoto Yokoya VGen 27 9 0 17 Jan 2024
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints Xianping Ma Qianqian Wu Xingyu Zhao Xiaokang Zhang Man-On Pun Bo Huang 46 43 0 05 Dec 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 53 1 0 25 Oct 2023
OBSUM: An object-based spatial unmixing model for spatiotemporal fusion of remote sensing images Houcai Guo Dingqi Ye Lorenzo Bruzzone 17 7 0 14 Oct 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 36 5 0 11 Oct 2023
Zero-Shot Refinement of Buildings' Segmentation Models using SAM Ali Mayladan Hasan Nasrallah Hasan Moughnieh Mustafa Shukor A. Ghandour 24 4 0 03 Oct 2023
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images Lei Ding Kun Zhu Daifeng Peng Hao Tang Kuiwu Yang Lorenzo Bruzzone 28 69 0 04 Sep 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 36 6 0 24 Jul 2023
GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models Jing Hao Xinyu Li Liang Gao Shumin Han VLM DiffM 30 2 0 22 Jul 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 21 203 0 28 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing F. Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 71 193 0 19 Jun 2023
Explain Any Concept: Segment Anything Meets Concept-Based Explanation Ao Sun Pingchuan Ma Yuanyuan Yuan Shuai Wang LLMAG 28 32 0 17 May 2023
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model Di Wang Jing Zhang Bo Du Minqiang Xu Lin Liu Dacheng Tao Lefei Zhang 128 69 0 03 May 2023
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications Wei Ji Jingjing Li Qi Bi Tingwei Liu Wenbo Li Li Cheng LLMAG VLM AI4TS 48 182 0 12 Apr 2023