Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection

10 April 2023

Papers citing "Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection"

33 / 83 papers shown

Title
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 19 11 0 03 Aug 2023
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Changhong Fu L. Yao Haobo Zuo Guang-Zheng Zheng Jia-Yu Pan 22 15 0 03 Jul 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 17 3 0 28 Jun 2023
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications Chaoning Zhang Dongshen Han Yu Qiao Jung Uk Kim Sung-Ho Bae Seungkyu Lee Choong Seon Hong VLM 18 320 0 25 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 26 6 0 14 Jun 2023
Robustness of SAM: Segment Anything Under Corruptions and Beyond Yu Qiao Chaoning Zhang Taegoo Kang Donghun Kim Chenshuang Zhang Choong Seon Hong AAML 13 33 0 13 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
Understanding Segment Anything Model: SAM is Biased Towards Texture Rather than Shape Chaoning Zhang Yu Qiao Shehbaz Tariq Sheng Zheng Chenshuang Zhang Chenghao Li Hyundong Shin Choong Seon Hong VLM 29 10 0 03 Jun 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 11 27 0 25 May 2023
When SAM Meets Shadow Detection Lei Jie Hui Zhang VLM 10 13 0 19 May 2023
Annotation-free Audio-Visual Segmentation Jinxian Liu Yu Wang Chen Ju Chaofan Ma Ya-Qin Zhang Weidi Xie VOS VLM 26 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 12 90 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 8 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 18 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 61 0 12 May 2023
An Empirical Study on the Robustness of the Segment Anything Model (SAM) Yuqing Wang Yun Zhao Linda R. Petzold VLM 11 29 0 10 May 2023
When ChatGPT for Computer Vision Will Come? From 2D to 3D Chenghao Li Chaoning Zhang 26 2 0 10 May 2023
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks Zihan Guan Mengxuan Hu Zhongliang Zhou Jielu Zhang Sheng R. Li Ninghao Liu 11 9 0 05 May 2023
Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples Chenshuang Zhang Chaoning Zhang Taegoo Kang Donghun Kim Sung-Ho Bae In So Kweon AAML VLM 27 3 0 01 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 6 100 0 28 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 92 0 25 Apr 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei-Ming Shen Qi Tian 30 43 0 24 Apr 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 28 438 0 24 Apr 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 16 18 0 19 Apr 2023
Can SAM Segment Polyps? Tao Zhou Yizhe Zhang Yi Zhou Ye Wu Chen Gong MedIm 17 64 0 15 Apr 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 17 181 0 12 Apr 2023
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 25 11 0 21 Sep 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 85 134 0 25 May 2022
Visual Saliency Transformer Nian Liu Ni Zhang Kaiyuan Wan Ling Shao Junwei Han ViT 253 346 0 25 Apr 2021
Camouflaged Object Segmentation with Distraction Mining Haiyang Mei Ge-Peng Ji Ziqi Wei Xin Yang Xiaopeng Wei Deng-Ping Fan 114 311 0 21 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 53 289 0 19 Jan 2021