A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection

2 December 2023

Papers citing "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"

23 / 23 papers shown

Title
Lightweight Adapter Learning for More Generalized Remote Sensing Change Detection Dou Quan Rufan Zhou Shuang Wang Ning Huyan Dong Zhao Yunan Li L. Jiao 73 0 0 28 Apr 2025
SChanger: Change Detection from a Semantic Change and Spatial Consistency Perspective Ziyu Zhou Keyan Hu Yutian Fang Xiaoping Rui 73 0 0 26 Mar 2025
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding Keyan Chen Chenyang Liu Bowen Chen Wenyuan Li Zhengxia Zou Zhenwei Shi 39 2 0 20 Mar 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection Romain Thoreau Valerio Marsocci Dawa Derksen AI4CE 61 2 0 12 Mar 2025
DynamicEarth: How Far are We from Open-Vocabulary Change Detection? Kaiyu Li Xiangyong Cao Yupeng Deng Chao Pang Zepeng Xin Deyu Meng Zhi Wang ObjD 69 1 0 22 Jan 2025
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object Rearrangement Ziqi Lu Jianbo Ye John J. Leonard 3DPC 3DGS 49 2 0 06 Nov 2024
HCDN: A Change Detection Network for Construction Housekeeping Using Feature Fusion and Large Vision Models Kailai Sun Zherui Shao Yang Miang Goh Jing Tian Vincent J. L. Gan 11 0 0 23 Oct 2024
Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey Zihan Yu Tianxiao Li Yuxin Zhu Rongze Pan 30 0 0 10 Oct 2024
EfficientCD: A New Strategy For Change Detection Based With Bi-temporal Layers Exchanged Sijun Dong Yuwei Zhu Geng Chen Xiaoliang Meng 16 2 0 22 Jul 2024
Open-CD: A Comprehensive Toolbox for Change Detection Kaiyu Li Jiawei Jiang Andrea Codegoni Chengxi Han Yupeng Deng ... Zhenwei Shi Zhi Wang Xiangyong Cao Zhi Wang Xiangyong Cao VLM 31 4 0 22 Jul 2024
Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance Yongshuo Zhu Lu Li Keyan Chen Chenyang Liu Fugen Zhou Z. Shi 37 4 0 19 Jul 2024
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery Weikang Yu Xiaokang Zhang Xiao Xiang Zhu Richard Gloaguen Pedram Ghamisi 26 2 0 04 Jul 2024
Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model Zhuo Zheng Stefano Ermon Dongjun Kim Liangpei Zhang Yanfei Zhong DiffM 28 9 0 26 Jun 2024
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection Chenyao Zhou Haotian Zhang Han Guo Zhengxia Zou Zhenwei Shi 14 0 0 15 Jun 2024
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Hongjia Chen Xin Xu Fangling Pu 31 6 0 09 Jun 2024
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery Chengxi Han Chen Wu Haonan Guo Meiqi Hu Jiepan Li Hongruixuan Chen 39 61 0 14 Apr 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao L. Zhang 24 42 0 20 Mar 2024
RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model Mingze Wang Lili Su Cilin Yan Sheng Xu Pengcheng Yuan Xiaolong Jiang Baochang Zhang 39 11 0 12 Mar 2024
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Zilun Zhang Tiancheng Zhao Yulong Guo Jianwei Yin DiffM VLM 16 51 0 20 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing F. Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 66 65 0 19 Jun 2023
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection Chengxi Han Chen Wu Bo Du 21 10 0 21 Feb 2023
Changer: Feature Interaction is What You Need for Change Detection Sheng Fang Kaiyu Li Zhe Li 40 160 0 17 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022