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A Comprehensive Survey on Segment Anything Model for Vision and Beyond

14 May 2023

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Papers citing "A Comprehensive Survey on Segment Anything Model for Vision and Beyond"

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Title
Autonomous Surface Selection For Manipulator-Based UV Disinfection In Hospitals Using Foundation ModelsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2025 Xueyan Oh Jonathan Her Zhixiang Ong Brandon Koh Yun Hann Tan U-Xuan Tan 52 0 0 24 Nov 2025
Re-Key-Free, Risky-Free: Adaptable Model Usage Control Zihan Wang Zhongkui Ma Xinguo Feng Chuan Yan Dongge Liu Ruoxi Sun Derui Wang Minhui Xue Guangdong Bai AAML 128 0 0 24 Nov 2025
AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception Mario Camarena Het Patel Fatemeh Nazari Evangelos E. Papalexakis Mohamadhossein Noruzoliaee Jia Chen VLM 121 0 0 30 Oct 2025
Attack for Defense: Adversarial Agents for Point Prompt Optimization Empowering Segment Anything Model Xueyu Liu Xiaoyi Zhang Guangze Shi Meilin Liu Yexin Lai Yongfei Wu Mingqiang Wei LLMAG AAML 77 1 0 23 Sep 2025
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Haoran Wang Zekun Li Jian Zhang Lei Qi Yinghuan Shi VOS VGen 145 0 0 11 Aug 2025
DOMR: Establishing Cross-View Segmentation via Dense Object Matching Jitong Liao Yulu Gao Shaofei Huang Jialin Gao Jie Lei Ronghua Liang Si Liu 165 1 0 06 Aug 2025
MergeSAM: Unsupervised change detection of remote sensing images based on the Segment Anything Model Meiqi Hu Lingzhi Lu Chengxi Han Xiaoping Liu 142 0 0 30 Jul 2025
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation Huanli Zhuo Leilei Ma Haifeng Zhao Shiwei Zhou Dengdi Sun Yanping Fu MedIm 121 0 0 23 Jul 2025
Class Agnostic Instance-level Descriptor for Visual Instance Search Qi-Ying Sun Wan-Lei Zhao Hui-Ying Xie Yi-Bo Miao Chong-Wah Ngo OCL 388 0 0 20 Jun 2025
SAM-aware Test-time Adaptation for Universal Medical Image Segmentation Jianghao Wu Ramzi N. Zahreddine Yutong Xie Wenjia Bai You Zhang Feilong Tang Yulong Li Yasmeen George Imran Razzak MedIm 280 2 0 05 Jun 2025
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model Timo Kaiser Thomas Norrenbrock Bodo Rosenhahn 608 4 0 08 May 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object TrackingInformation Fusion (Inf. Fusion), 2025 Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Yucheng Wang 258 4 0 02 Apr 2025
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study Soumitri Chattopadhyay Basar Demir Marc Niethammer VLM 242 1 0 28 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 318 13 0 17 Mar 2025
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity MiningIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Haoran Wang Lian Huai Wenbin Li Lei Qi Xingqun Jiang Yinghuan Shi MedIm 309 10 0 06 Mar 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 163 0 0 12 Jan 2025
MambaTrack: Exploiting Dual-Enhancement for Night UAV TrackingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Chunhui Zhang Li Liu Hao Wen Xi Zhou Yijiao Wang Mamba 389 8 0 24 Nov 2024
Real-Time Localization and Bimodal Point Pattern Analysis of Palms Using UAV Imagery Kangning Cui Wei Tang Rongkun Zhu Manqi Wang Gregory Larsen ... Jordan Karubian Raymond H. Chan R. Plemmons Jean-Michel Morel Miles Silman 148 7 0 14 Oct 2024
On Efficient Variants of Segment Anything Model: A SurveyInternational Journal of Computer Vision (IJCV), 2024 Xiaorui Sun Jing Liu Mengqi Li Xiaofeng Zhu Ping Hu VLM 445 18 0 07 Oct 2024
SAMEdge: An Edge-cloud Video Analytics Architecture for the Segment Anything Model Rui Lu Siping Shi Yanting Liu Dan Wang VLM 132 2 0 23 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 387 27 0 23 Aug 2024
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xu Zheng Lin Wang VLM 542 8 0 17 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 159 5 0 12 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 350 21 0 05 Aug 2024
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationAsian Conference on Computer Vision (ACCV), 2024 Stéphane Vujasinović Kamil Dreczkowski Sebastian Bullinger Norbert Scherer-Negenborn Michael Arens VOS 254 1 0 31 Jul 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 222 11 0 31 Jul 2024
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter Suqi Song Chenxu Zhang Peng Zhang Pengkun Li Fenglong Song Lei Zhang VLM 193 4 0 11 Jul 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition Chongjie Si Xiaokang Yang Wei Shen 237 12 0 07 Jul 2024
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark Chunhui Zhang Li Liu Guanjie Huang Hao Wen Xi Zhou Yanfeng Wang 322 21 0 30 May 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xueye Zheng Lin Wang 217 22 0 25 Mar 2024
Opportunities and challenges in the application of large artificial intelligence models in radiology Liangrui Pan Zhenyu Zhao Ying Lu Kewei Tang Liyong Fu Qingchun Liang Shaoliang Peng LM&MA MedIm AI4CE 225 11 0 24 Mar 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Shu Zhang Ming-Ming Cheng Jian Yang Xiang Li 360 3 0 20 Feb 2024
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2024 Xingchen Zeng Ziyao Gao Yilin Ye Wei Zeng 183 22 0 28 Jan 2024
ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation Shengze Li Jianjian Cao Peng Ye Yuhan Ding Chongjun Tu Tao Chen VLM 330 71 0 23 Jan 2024
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model Changtai Li Xu Han Chao Yao Xiaojuan Ban 188 2 0 11 Jan 2024
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation Xinyang Pu He Jia Linghao Zheng Feng Wang Feng Xu 184 0 0 04 Jan 2024
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation Xianjie Liu Keren Fu Qijun Zhao Qijun Zhao VLM 512 1 0 30 Dec 2023
Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey Haotian Zhang S. D. Semujju Zhicheng Wang Xianwei Lv Kang Xu ... Jing Wu Zhuo Long Zhicheng Wang Xiaoguang Ma Wensheng Liang UQCV AI4TS AI4CE 301 24 0 11 Dec 2023
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 400 47 0 24 Nov 2023
Masking Hyperspectral Imaging Data with Pretrained ModelsWorkshop on Hyperspectral Image and Signal Processing (WHISPERS), 2023 Elias Arbash Andréa de Lima Ribeiro Sam Thiele Nina Gnann Behnood Rasti Margret Fuchs Pedram Ghamisi R. Gloaguen 102 5 0 06 Nov 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image SegmentationBiomedical Signal Processing and Control (BSPC), 2023 Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 181 11 0 11 Oct 2023
Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive AnalysisThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS), 2023 Siqi Du Shengjun Tang Weixi Wang Xiaoming Li Renzhong Guo 288 11 0 07 Oct 2023
Segment Anything Model is a Good Teacher for Local Feature LearningIEEE Transactions on Image Processing (IEEE TIP), 2023 Yongfeng Zhang Ran Tao Zach Wood-Doughty Changwei Wang Xingxu Xie Masashi Sugiyama VLM 361 16 0 29 Sep 2023
SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation TasksIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Chengliang Wang Xinrun Chen Haojian Ning Shiying Li 139 23 0 21 Sep 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 332 22 0 28 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Xiaoshi Zhong Björn W. Schuller LM&MA AuLLM 577 51 0 24 Aug 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 408 151 0 25 Jul 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 192 7 0 24 Jul 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model Haixing Dai Chong Ma Zhiling Yan Zheng Liu Enze Shi ... Wen Liu Shijie Zhao Lichao Sun Shu Zhang Tianming Liu Xiang Li VLM 343 52 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Yuan Liu Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Hongtu Zhu Tianming Liu Shu Zhang VLM LRM 281 207 0 03 Jul 2023