LG-CD: Enhancing Language-Guided Change Detection through SAM2 Adaptation
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Yixiao, Yang, Yizhou, Li, Jinwen, Tao, Jun, Li, Ruoyu, Wang, Xiangkun, Zhu, Min, Cheng, Junlong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping
by: Li, Yun-Cheng, et al.
Published: (2025)
by: Li, Yun-Cheng, et al.
Published: (2025)
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection
by: Chen, Ran, et al.
Published: (2024)
by: Chen, Ran, et al.
Published: (2024)
LG-VQ: Language-Guided Codebook Learning
by: Liang, Guotao, et al.
Published: (2024)
by: Liang, Guotao, et al.
Published: (2024)
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection
by: Wei, Jia, et al.
Published: (2024)
by: Wei, Jia, et al.
Published: (2024)
WILD-SAM: Phase-Aware Expert Adaptation of SAM for Landslide Detection in Wrapped InSAR Interferograms
by: Pan, Yucheng, et al.
Published: (2026)
by: Pan, Yucheng, et al.
Published: (2026)
Deep LG-Track: An Enhanced Localization-Confidence-Guided Multi-Object Tracker
by: Meng, Ting, et al.
Published: (2025)
by: Meng, Ting, et al.
Published: (2025)
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM
by: Zhou, Nan, et al.
Published: (2024)
by: Zhou, Nan, et al.
Published: (2024)
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2
by: Tang, Lv, et al.
Published: (2024)
by: Tang, Lv, et al.
Published: (2024)
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding
by: Cheng, Zhiheng, et al.
Published: (2024)
by: Cheng, Zhiheng, et al.
Published: (2024)
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model
by: Han, Yue-Hua, et al.
Published: (2024)
by: Han, Yue-Hua, et al.
Published: (2024)
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation
by: Yin, Pengwei, et al.
Published: (2024)
by: Yin, Pengwei, et al.
Published: (2024)
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation
by: Li, Jichang, et al.
Published: (2024)
by: Li, Jichang, et al.
Published: (2024)
Inter-Domain Mixup for Semi-Supervised Domain Adaptation
by: Li, Jichang, et al.
Published: (2024)
by: Li, Jichang, et al.
Published: (2024)
SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided Prompting
by: Xing, Yang, et al.
Published: (2025)
by: Xing, Yang, et al.
Published: (2025)
Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation
by: Yang, Runou, et al.
Published: (2024)
by: Yang, Runou, et al.
Published: (2024)
OmniOVCD: Streamlining Open-Vocabulary Change Detection with SAM 3
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
SAM-Guided Masked Token Prediction for 3D Scene Understanding
by: Chen, Zhimin, et al.
Published: (2024)
by: Chen, Zhimin, et al.
Published: (2024)
CGSA: Class-Guided Slot-Aware Adaptation for Source-Free Object Detection
by: Dai, Boyang, et al.
Published: (2026)
by: Dai, Boyang, et al.
Published: (2026)
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation
by: Chen, Zhennong, et al.
Published: (2024)
by: Chen, Zhennong, et al.
Published: (2024)
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization
by: Chen, Yixiao, et al.
Published: (2025)
by: Chen, Yixiao, et al.
Published: (2025)
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
by: Zhao, Min, et al.
Published: (2025)
by: Zhao, Min, et al.
Published: (2025)
SAM3-Adapter: Efficient Adaptation of Segment Anything 3 for Camouflage Object Segmentation, Shadow Detection, and Medical Image Segmentation
by: Chen, Tianrun, et al.
Published: (2025)
by: Chen, Tianrun, et al.
Published: (2025)
SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
Advanced Feature Manipulation for Enhanced Change Detection Leveraging Natural Language Models
by: Li, Zhenglin, et al.
Published: (2024)
by: Li, Zhenglin, et al.
Published: (2024)
BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation
by: Liu, Zelin, et al.
Published: (2025)
by: Liu, Zelin, et al.
Published: (2025)
SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM
by: Chen, Lin, et al.
Published: (2025)
by: Chen, Lin, et al.
Published: (2025)
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want
by: Zhao, Ling, et al.
Published: (2024)
by: Zhao, Ling, et al.
Published: (2024)
DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection
by: Li, Yuetong, et al.
Published: (2026)
by: Li, Yuetong, et al.
Published: (2026)
Enhancing Zero-Shot Anomaly Detection: CLIP-SAM Collaboration with Cascaded Prompts
by: Hou, Yanning, et al.
Published: (2025)
by: Hou, Yanning, et al.
Published: (2025)
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation
by: Fu, Changhong, et al.
Published: (2023)
by: Fu, Changhong, et al.
Published: (2023)
Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-vocabulary Setting
by: Zhu, Yongshuo, et al.
Published: (2025)
by: Zhu, Yongshuo, et al.
Published: (2025)
SAM Guided Semantic and Motion Changed Region Mining for Remote Sensing Change Captioning
by: Wang, Futian, et al.
Published: (2025)
by: Wang, Futian, et al.
Published: (2025)
Flatness Guided Test-Time Adaptation for Vision-Language Models
by: Li, Aodi, et al.
Published: (2025)
by: Li, Aodi, et al.
Published: (2025)
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation
by: Wang, Guoan, et al.
Published: (2024)
by: Wang, Guoan, et al.
Published: (2024)
RepSAM: Bridging Foundation Models to Robotic Vision via Representation-Guided Adaptation
by: Chu, Wenhui
Published: (2026)
by: Chu, Wenhui
Published: (2026)
E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation
by: Huang, Bin, et al.
Published: (2025)
by: Huang, Bin, et al.
Published: (2025)
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
by: Cheng, Junlong, et al.
Published: (2024)
by: Cheng, Junlong, et al.
Published: (2024)
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation
by: Yue, Xin, et al.
Published: (2023)
by: Yue, Xin, et al.
Published: (2023)
Open-CD: A Comprehensive Toolbox for Change Detection
by: Li, Kaiyu, et al.
Published: (2024)
by: Li, Kaiyu, et al.
Published: (2024)
Unsupervised Domain Adaptation with SAM-RefiSeR for Enhanced Brain Tumor Segmentation
by: Imans, Dillan, et al.
Published: (2026)
by: Imans, Dillan, et al.
Published: (2026)
Similar Items
-
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping
by: Li, Yun-Cheng, et al.
Published: (2025) -
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection
by: Chen, Ran, et al.
Published: (2024) -
LG-VQ: Language-Guided Codebook Learning
by: Liang, Guotao, et al.
Published: (2024) -
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection
by: Wei, Jia, et al.
Published: (2024) -
WILD-SAM: Phase-Aware Expert Adaptation of SAM for Landslide Detection in Wrapped InSAR Interferograms
by: Pan, Yucheng, et al.
Published: (2026)