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"

36 / 86 papers shown

Title
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 26 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 34 44 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 53 145 0 03 Jul 2023
Multiscale Progressive Text Prompt Network for Medical Image Segmentation Xianjun Han Qianqian Chen Zhaoyang Xie Xuejun Li Hongyu Yang MedIm 22 8 0 30 Jun 2023
Effective Transfer of Pretrained Large Visual Model for Fabric Defect Segmentation via Specifc Knowledge Injection Zhewei Chen W. Wong Zuofeng Zhong Jinpiao Liao Ying Qu 25 3 0 28 Jun 2023
Utilizing Segment Anything Model For Assessing Localization of GRAD-CAM in Medical Imaging Evan Kellener Ihina Nath Anthony Ngo Thomas Nguyen Joshua Schuman Coen Adler Arnav Kartikeya 16 4 0 24 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 20 72 0 23 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology Lian-Cheng Zhang Zheng Liu Lu Zhang Zihao Wu Xiao-Xing Yu ... Xiang Li Quanzheng Li Dajiang Zhu Tianming Liu W. Liu VLM MedIm 16 33 0 20 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 18 6 0 15 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 24 10 0 04 Jun 2023
SAM3D: Zero-Shot 3D Object Detection via Segment Anything Model Dingyuan Zhang Dingkang Liang Hongcheng Yang Zhikang Zou Xiaoqing Ye Zhe Liu Xiang Bai VLM 23 41 0 04 Jun 2023
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias Zhongwei Wan Che Liu Mi Zhang Jie Fu Benyou Wang Sibo Cheng Lei Ma César Quilodrán-Casas Rossella Arcucci 42 71 0 31 May 2023
On the Robustness of Segment Anything Yihao Huang Yue Cao Tianlin Li Felix Juefei Xu Di Lin Ivor W.Tsang Yang Liu Qing-Wu Guo AAML VLM 19 27 0 25 May 2023
Annotation-free Audio-Visual Segmentation Jinxian Liu Yu Wang Chen Ju Chaofan Ma Ya-Qin Zhang Weidi Xie VOS VLM 29 28 0 18 May 2023
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping Chunming He Kai Li Yachao Zhang Guoxia Xu Longxiang Tang Yulun Zhang Z. Guo Xiu Li 14 91 0 18 May 2023
SAM for Poultry Science Xiao Yang Haixing Dai Zihao Wu R. Bist S. Subedi Jin Sun Guoyu Lu Changying Li Tianming Liu L. Chai VLM 21 10 0 17 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 32 89 0 14 May 2023
Knowledge distillation with Segment Anything (SAM) model for Planetary Geological Mapping Sahib Julka Michael Granitzer 29 28 0 12 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 62 0 12 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition Haiqi Liu C. L. P. Chen Xinrong Gong Tong Zhang 21 9 0 12 May 2023
An Empirical Study on the Robustness of the Segment Anything Model (SAM) Yuqing Wang Yun Zhao Linda R. Petzold VLM 13 29 0 10 May 2023
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey Yichi Zhang Rushi Jiao MedIm VLM 19 25 0 05 May 2023
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes D. Cheng Ziyuan Qin Zekun Jiang Shaoting Zhang Qicheng Lao Kang Li MedIm VLM 19 101 0 28 Apr 2023
Segment anything, from space? Simiao Ren Francesco Luzi Saad Lahrichi Kaleb Kassaw L. Collins Kyle Bradbury Jordan M. Malof VLM 24 43 0 25 Apr 2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation Peilun Shi Jianing Qiu Sai Mu Dalike Abaxi Hao Wei F. P. Lo Wu Yuan LM&MA VLM MedIm 13 96 0 25 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 36 448 0 24 Apr 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 24 18 0 19 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 20 64 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 29 17 0 03 Jan 2023
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Saeed Mian 34 2 0 12 Aug 2022
Deep Gradient Learning for Efficient Camouflaged Object Detection Ge-Peng Ji Deng-Ping Fan Yu-Cheng Chou Dengxin Dai Alexander Liniger Luc Van Gool 85 138 0 25 May 2022
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection Wei Ji Jingjing Li Qi Bi Chuan Guo Jieyan Liu Li Cheng 34 45 0 15 May 2022
RGB-D Saliency Detection via Cascaded Mutual Information Minimization Jing Zhang Deng-Ping Fan Yuchao Dai Xin Yu Yiran Zhong Nick Barnes Ling Shao 49 95 0 15 Sep 2021
Visual Saliency Transformer Nian Liu Ni Zhang Kaiyuan Wan Ling Shao Junwei Han ViT 253 351 0 25 Apr 2021
Camouflaged Object Segmentation with Distraction Mining Haiyang Mei Ge-Peng Ji Ziqi Wei Xin Yang Xiaopeng Wei Deng-Ping Fan 114 313 0 21 Apr 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 53 296 0 19 Jan 2021