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"

50 / 84 papers shown

Title
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance Guoying Liang Su Yang 29 0 0 14 May 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 28 0 0 17 Apr 2025
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation Laibin Chang Yunke Wang JiaXing Huang Longxiang Deng Bo Du Chang Xu DiffM 60 0 0 03 Apr 2025
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection Xin Zhang Keren Fu Qijun Zhao VGen 34 1 0 01 Apr 2025
EdgeTAM: On-Device Track Anything Model Chong Zhou Chenchen Zhu Yunyang Xiong Saksham Suri Fanyi Xiao ... Raghuraman Krishnamoorthi Bo Dai Chen Change Loy Vikas Chandra Bilge Soran VLM 65 0 0 13 Jan 2025
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation Zhenyang Feng Zihe Wang Saul Ibaven Bueno Tomasz Frelek Advikaa Ramesh ... Hilmar Lapp Charles V. Stewart T. Berger-Wolf Yu-Chuan Su Wei-Lun Chao 50 0 0 12 Jan 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 62 1 0 31 Dec 2024
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei Liyi Chen Jun Cen Xiao Chen Zhen Lei Felix Heide Ziwei Liu Qifeng Chen Zhaoxiang Zhang 50 0 0 12 Sep 2024
Towards Generalizable Scene Change Detection Jaewoo Kim Uehwan Kim 50 0 0 10 Sep 2024
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection Huafeng Chen Pengxu Wei Guangqian Guo Shan Gao 34 9 0 20 Aug 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 45 5 0 12 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 54 19 0 08 Aug 2024
TS-SAM: Fine-Tuning Segment-Anything Model for Downstream Tasks Yang Yu Cheng-Zhong Xu Kai Wang VLM 45 1 0 03 Aug 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 49 720 0 01 Aug 2024
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 Lv Tang Bo Li VLM 32 6 0 31 Jul 2024
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation Pengfei Chen Lingxi Xie Xinyue Huo Xuehui Yu Xiaopeng Zhang Yingfei Sun Zhenjun Han Qi Tian VLM 68 1 0 23 Jul 2024
Navi2Gaze: Leveraging Foundation Models for Navigation and Target Gazing Jun Zhu Zihao Du Haotian Xu Fengbo Lan Zilong Zheng Bo Ma Shengjie Wang Tao Zhang 36 4 0 12 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 36 0 0 11 Jul 2024
RobustSAM: Segment Anything Robustly on Degraded Images Wei-Ting Chen Yu-Jiet Vong Sy-Yen Kuo Sizhuo Ma Jian Wang VLM 51 9 0 13 Jun 2024
PTQ4SAM: Post-Training Quantization for Segment Anything Chengtao Lv Hong Chen Jinyang Guo Yifu Ding Xianglong Liu VLM MQ 31 13 0 06 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 39 6 0 02 May 2024
ASAM: Boosting Segment Anything Model with Adversarial Tuning Bo Li Haoke Xiao Lv Tang 30 9 0 01 May 2024
Moving Object Segmentation: All You Need Is SAM (and Flow) Junyu Xie Charig Yang Weidi Xie Andrew Zisserman 43 11 0 18 Apr 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 38 1 0 18 Apr 2024
Practical Region-level Attack against Segment Anything Models Yifan Shen Zhengyuan Li Gang Wang VLM 40 9 0 12 Apr 2024
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation Mariia Khan Yue Qiu Yuren Cong Jumana Abu-Khalaf David Suter Bodo Rosenhahn 40 4 0 16 Mar 2024
PosSAM: Panoptic Open-vocabulary Segment Anything VS Vibashan Shubhankar Borse Hyojin Park Debasmit Das Vishal M. Patel Munawar Hayat Fatih Porikli VLM MLLM 43 6 0 14 Mar 2024
Large Generative Model Assisted 3D Semantic Communication Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 33 7 0 09 Mar 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 46 41 0 31 Jan 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 42 8 0 31 Jan 2024
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation Saiyang Na Yuzhi Guo Feng Jiang Hehuan Ma Junzhou Huang VLM MedIm 26 14 0 24 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 33 10 0 22 Jan 2024
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data Linlin Zhang Xiang Yu Armstrong Aboah Y. Adu-Gyamfi 3DPC 39 0 0 13 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 27 0 0 04 Jan 2024
MobileSAMv2: Faster Segment Anything to Everything Chaoning Zhang Dongshen Han Sheng Zheng J. Choi Tae-Ho Kim Choong Seon Hong VLM 27 23 0 15 Dec 2023
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects Jian Hu Jiayi Lin Weitong Cai Shaogang Gong VLM 27 26 0 12 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 29 4 0 11 Dec 2023
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything Israt Zarin Era Imtiaz Ahmed Zhichao Liu Srinjoy Das 24 2 0 07 Dec 2023
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Haojie Zhang Yongyi Su Xun Xu Kui Jia OOD VLM 32 21 0 06 Dec 2023
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything Yunyang Xiong Bala Varadarajan Lemeng Wu Xiaoyu Xiang Fanyi Xiao ... Dilin Wang Fei Sun Forrest N. Iandola Raghuraman Krishnamoorthi Vikas Chandra VLM 40 139 0 01 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 22 2 0 01 Dec 2023
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Aayushi Tyagi Vaibhav Mishra AP Prathosh Mausam VLM 40 1 0 29 Nov 2023
SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation Jiehong Lin Lihua Liu Dekun Lu Kui Jia VLM 29 61 0 27 Nov 2023
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks Jin Ye Junlong Cheng Jianpin Chen Zhongying Deng Tian-Xin Li ... Hui Sun Min Zhu Shaoting Zhang Junjun He Yu Qiao VLM MedIm 37 37 0 20 Nov 2023
AdapterShadow: Adapting Segment Anything Model for Shadow Detection Lei Jie Hui Zhang VLM 34 3 0 15 Nov 2023
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V Jianwei Yang Hao Zhang Feng Li Xueyan Zou Chun-yue Li Jianfeng Gao MLLM VLM 30 158 0 17 Oct 2023
Towards Training-free Open-world Segmentation via Image Prompt Foundation Models Lv Tang Peng-Tao Jiang Haoke Xiao Bo Li VLM 18 7 0 17 Oct 2023
Black-box Targeted Adversarial Attack on Segment Anything (SAM) Sheng Zheng Chaoning Zhang Xinhong Hao AAML 37 7 0 16 Oct 2023
SAM-Med2D Junlong Cheng Jin Ye Zhongying Deng Jianpin Chen Tian-Xin Li ... Hui Sun Junjun He Shaoting Zhang Min Zhu Yu Qiao MedIm VLM 47 123 0 30 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 39 3 0 13 Aug 2023