A Comprehensive Survey on Segment Anything Model for Vision and Beyond

14 May 2023

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

50 / 70 papers shown

Title
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model T. Kaiser Thomas Norrenbrock Bodo Rosenhahn 39 0 0 08 May 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Y. Wang 33 0 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 56 0 0 28 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 50 0 0 17 Mar 2025
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining Haoran Wang Lian Huai Wenbin Li Lei Qi Xingqun Jiang Yinghuan Shi MedIm 50 1 0 06 Mar 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 29 0 0 12 Jan 2025
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 20 0 0 14 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 40 4 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 14 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 38 4 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 29 5 0 17 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 19 1 0 12 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 23 11 0 05 Aug 2024
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object Segmentation Stéphane Vujasinović Kamil Dreczkowski Sebastian Bullinger Norbert Scherer-Negenborn Michael Arens VOS 17 0 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 31 6 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 18 0 0 11 Jul 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition Chongjie Si Xiaokang Yang Wei Shen 25 4 0 07 Jul 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 31 10 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 27 5 0 24 Mar 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 16 1 0 20 Feb 2024
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models Xingchen Zeng Ziyao Gao Yilin Ye Wei Zeng 12 12 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 9 6 0 23 Jan 2024
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model Changtai Li Xu Han Chao Yao Xiaojuan Ban 15 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 6 0 0 04 Jan 2024
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation Xianjie Liu Keren Fu Qijun Zhao Qijun Zhao VLM 14 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 Wensheng Liang Xiaoguang Ma Ruiyan Zhuang UQCV AI4TS AI4CE 25 4 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 10 25 0 24 Nov 2023
Masking Hyperspectral Imaging Data with Pretrained Models Elias Arbash Andréa de Lima Ribeiro Sam Thiele Nina Gnann Behnood Rasti Margret Fuchs Pedram Ghamisi R. Gloaguen 6 4 0 06 Nov 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 10 5 0 11 Oct 2023
Tree-GPT: Modular Large Language Model Expert System for Forest Remote Sensing Image Understanding and Interactive Analysis Siqi Du Shengjun Tang Weixi Wang Xiaoming Li Renzhong Guo 19 7 0 07 Oct 2023
Segment Anything Model is a Good Teacher for Local Feature Learning Jindong Wang Ran Tao Zach Wood-Doughty Changwei Wang Xingxu Xie Masashi Sugiyama VLM 15 4 0 29 Sep 2023
SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation Tasks Chengliang Wang Xinrun Chen Haojian Ning Shiying Li 16 7 0 21 Sep 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 60 13 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 Erik Cambria Björn W. Schuller LM&MA AuLLM 21 36 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 Yang F. Khan VLM 13 116 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 16 6 0 24 Jul 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model Haixing Dai Chong Ma Zhiling Yan Zheng Liu Enze Shi ... W. Liu Quanzheng Li Lichao Sun Shu Zhang Tianming Liu Xiang Li VLM 23 28 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 42 141 0 03 Jul 2023
Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization Ying-Hsiu Lai Zhiming Luo Zitong Yu CVBM 12 20 0 29 Jun 2023
Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation Chuyun Shen Wenhao Li Ya-Qin Zhang Xiangfeng Wang VLM LLMAG MedIm 8 6 0 15 Jun 2023
SAD: Segment Any RGBD Jun Cen Yizhe Wu Kewei Wang Xingyi Li Jingkang Yang Yixuan Pei Lingdong Kong Ziwei Liu Qifeng Chen 14 13 0 23 May 2023
Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf Segmentation Dominic Williams Fraser Macfarlane Avril Britten VLM AI4TS 67 24 0 16 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 76 61 0 12 May 2023
Caption Anything: Interactive Image Description with Diverse Multimodal Controls Teng Wang Jinrui Zhang Junjie Fei Hao Zheng Yunlong Tang Zhe Li Mingqi Gao Shanshan Zhao MLLM 96 81 0 04 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 L. Zhang 109 71 0 03 May 2023
AV-SAM: Segment Anything Model Meets Audio-Visual Localization and Segmentation Shentong Mo Yapeng Tian VLM 76 47 0 03 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems Weixuan Sun Zheyuan Liu Yanhao Zhang Yiran Zhong Nick Barnes VLM 66 20 0 02 May 2023
Scalable Mask Annotation for Video Text Spotting Haibin He Jing Zhang Mengyang Xu Juhua Liu Bo Du Dacheng Tao 87 13 0 02 May 2023
Polyp-SAM: Transfer SAM for Polyp Segmentation Yuheng Li Mingzhe Hu Xiaofeng Yang MedIm 153 74 0 29 Apr 2023
Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected Dongsheng Han Chaoning Zhang Yu Qiao Maryam Qamar Yuna Jung Seungkyu Lee Sung-Ho Bae Choong Seon Hong VLM 74 36 0 29 Apr 2023