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Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications

12 April 2023

Wei Ji

Papers citing "Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world Applications"

20 / 20 papers shown

Title
Segment Concealed Objects with Incomplete Supervision Chunming He Kai Li Yachao Zhang Ziyun Yang Youwei Pang ... Chengyu Fang Yulun Zhang Linghe Kong Xiu Li Sina Farsiu 58 0 0 10 Jun 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 141 0 0 23 Apr 2025
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance Oliver Mills Philip G. Conaghan Nishant Ravikumar Samuel D. Relton MedIm 131 0 0 17 Apr 2025
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters Jiaming Liu Linghe Kong Guihai Chen 153 0 0 08 Mar 2025
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 129 0 0 12 Nov 2024
VideoSAM: A Large Vision Foundation Model for High-Speed Video Segmentation Chika Maduabuchi Ericmoore Jossou Matteo Bucci 106 1 0 22 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Jing Liu Jikang Cheng Xiaofeng Zhu Ping Hu VLM 162 7 0 07 Oct 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 112 7 0 12 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 119 15 0 05 Aug 2024
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song Zengxin Qi Xin Wang Xiangyu Zhao Zhenrong Shen ... DongDong Chen Linlin Yao Qian Wang Xuehai Wu Lichi Zhang MedIm 119 2 0 14 Nov 2023
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT Botond Fazekas José Morano Dmitrii Lachinov Guilherme Aresta Hrvoje Bogunović MedIm 65 8 0 18 Aug 2023
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Qi Wu Yuyao Zhang Marawan Elbatel VLM MedIm 79 36 0 15 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 103 11 0 03 Aug 2023
On the Robustness of Segment Anything Yihao Huang Yue Cao Tianlin Li Felix Juefei Xu Di Lin Ivor W.Tsang Yang Liu Qing Guo AAML VLM 98 27 0 25 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 101 0 14 May 2023
Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping Sahib Julka Michael Granitzer 99 30 0 12 May 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 101 18 0 19 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 82 68 0 15 Apr 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 118 17 0 03 Jan 2023
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 112 3 0 12 Aug 2022