Imagen de Portada

ST-SAM: SAM-Driven Self-Training Framework for Semi-Supervised Camouflaged Object Detection

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Hu, Xihang, Sun, Fuming, Liu, Jiazhe, Xu, Feilong, Zhang, Xiaoli
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection
por: Chen, Huafeng, et al.
Publicado: (2024)

Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2
por: Tang, Lv, et al.
Publicado: (2024)

Weakly Supervised Camouflaged Object Detection Based on the SAM Model and Mask Guidance
por: Li, Xia, et al.
Publicado: (2026)

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters
por: Liu, Jiaming, et al.
Publicado: (2025)

IP-SAM: Prompt-Space Conditioning for Prompt-Absent Camouflaged Object Detection
por: Zhang, Huiyao, et al.
Publicado: (2026)

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
por: Zhang, Yichi, et al.
Publicado: (2023)

DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection
por: Li, Yuetong, et al.
Publicado: (2026)

SAM-TTT: Segment Anything Model via Reverse Parameter Configuration and Test-Time Training for Camouflaged Object Detection
por: Yu, Zhenni, et al.
Publicado: (2025)

Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance
por: Liang, Guoying, et al.
Publicado: (2025)

Underwater Camouflaged Object Tracking Meets Vision-Language SAM2
por: Zhang, Chunhui, et al.
Publicado: (2024)

CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection
por: Zhang, Xin, et al.
Publicado: (2025)

A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging
por: Xu, Guoping, et al.
Publicado: (2024)

Scalpel-SAM: A Semi-Supervised Paradigm for Adapting SAM to Infrared Small Object Detection
por: Liu, Zihan, et al.
Publicado: (2025)

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation
por: Zhu, Hongjie, et al.
Publicado: (2025)

CamoTeacher: Dual-Rotation Consistency Learning for Semi-Supervised Camouflaged Object Detection
por: Lai, Xunfa, et al.
Publicado: (2024)

SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention
por: Meeran, Muhammad Nawfal, et al.
Publicado: (2024)

Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization
por: Yang, Xi, et al.
Publicado: (2025)

SAM-Fed: SAM-Guided Federated Semi-Supervised Learning for Medical Image Segmentation
por: Nasirihaghighi, Sahar, et al.
Publicado: (2025)

Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes
por: Cai, Zhi, et al.
Publicado: (2024)

PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation
por: Zhong, Yiheng, et al.
Publicado: (2025)

S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
por: Yoon, Heeji, et al.
Publicado: (2025)

PlantSAM: An Object Detection-Driven Segmentation Pipeline for Herbarium Specimens
por: Sklab, Youcef, et al.
Publicado: (2025)

SAM3-Adapter: Efficient Adaptation of Segment Anything 3 for Camouflage Object Segmentation, Shadow Detection, and Medical Image Segmentation
por: Chen, Tianrun, et al.
Publicado: (2025)

When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation
por: Zhou, Yuli, et al.
Publicado: (2024)

CamSAM2: Segment Anything Accurately in Camouflaged Videos
por: Zhou, Yuli, et al.
Publicado: (2025)

Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
por: Zhang, Jing, et al.
Publicado: (2026)

SPLF-SAM: Self-Prompting Segment Anything Model for Light Field Salient Object Detection
por: Xu, Qiyao, et al.
Publicado: (2025)

VRP-SAM: SAM with Visual Reference Prompt
por: Sun, Yanpeng, et al.
Publicado: (2024)

M$^4$-SAM: Multi-Modal Mixture-of-Experts with Memory-Augmented SAM for RGB-D Video Salient Object Detection
por: Liu, Jiyuan, et al.
Publicado: (2026)

SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
por: Zhang, Yichi, et al.
Publicado: (2025)

InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition
por: Zheng, Yijie, et al.
Publicado: (2025)

SAMSOD: Rethinking SAM Optimization for RGB-T Salient Object Detection
por: Liu, Zhengyi, et al.
Publicado: (2025)

SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
por: Yang, Danni, et al.
Publicado: (2024)

SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
por: Tang, Wei, et al.
Publicado: (2026)

Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation
por: Zhang, Weiming, et al.
Publicado: (2026)

LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection
por: Liu, Zhengyi, et al.
Publicado: (2024)

SAM-Swin: SAM-Driven Dual-Swin Transformers with Adaptive Lesion Enhancement for Laryngo-Pharyngeal Tumor Detection
por: Wei, Jia, et al.
Publicado: (2024)

ET-SAM: Efficient Point Prompt Prediction in SAM for Unified Scene Text Detection and Layout Analysis
por: Zhang, Xike, et al.
Publicado: (2026)

A Holistically Point-guided Text Framework for Weakly-Supervised Camouflaged Object Detection
por: Mok, Tsui Qin, et al.
Publicado: (2025)

SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
por: Chen, Pengfei, et al.
Publicado: (2024)