Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

21 April 2022

Xian Sun

Papers citing "Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval"

50 / 51 papers shown

Title
FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding Z. Li W. Yu Dilxat Muhtar X. Zhang Pengfeng Xiao Pedram Ghamisi Xiao Xiang Zhu CLIP VLM 132 0 0 18 Nov 2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges Liling Yang Ning Chen Jun Yue Yidan Liu Jiayi Ma Pedram Ghamisi Antonio J. Plaza Leyuan Fang AI4TS 96 0 0 27 Oct 2025
TCMA: Text-Conditioned Multi-granularity Alignment for Drone Cross-Modal Text-Video Retrieval Zixu Zhao Yang Zhan VGen AI4TS 98 0 0 11 Oct 2025
A Synthetic-to-Real Dehazing Method based on Domain Unification Zhiqiang Yuan Jinchao Zhang Jie Zhou 56 0 0 04 Sep 2025
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges Haifeng Li Wang Guo Haiyang Wu Mengwei Wu Jipeng Zhang Qing Zhu Yu Liu Xin Huang Chao Tao 98 0 0 09 Aug 2025
CLOSP: A Unified Semantic Space for SAR, MSI, and Text in Remote Sensing Daniele Rege Cambrin Lorenzo Vaiani Giuseppe Gallipoli Luca Cagliero Paolo Garza 102 0 0 14 Jul 2025
Chain-of-Talkers (CoTalk): Fast Human Annotation of Dense Image Captions Yijun Shen Delong Chen Fan Liu Xingyu Wang Chuanyi Zhang Liang Yao Yuhui Zheng 211 1 0 28 May 2025
Representation Discrepancy Bridging Method for Remote Sensing Image-Text Retrieval Hailong Ning Siying Wang Tao Lei Xiaopeng Cao Huanmin Dou Bin Zhao Asoke K. Nandi Petia Radeva 133 1 0 22 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and PerspectivesIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 Xingxing Weng Chao Pang Gui-Song Xia VLM 276 8 0 20 May 2025
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery Jerome Quenum Wen-Han Hsieh Tsung-Han Wu Ritwik Gupta Trevor Darrell David M. Chan MLLM VLM 204 3 0 05 May 2025
XeMap: Contextual Referring in Large-Scale Remote Sensing Environments Yongqian Li Lu Si Y. T. Hou Chengaung Liu Yangqiu Song Hongjian Fang Jing Zhang 230 0 0 30 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 227 0 0 23 Apr 2025
SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding Yimin Wei Aoran Xiao Yexian Ren Yuting Zhu Hongruixuan Chen J. Xia Xiangwei Zhu VLM 337 6 0 04 Apr 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Longji Xu 280 9 0 28 Mar 2025
DGTRSD & DGTRS-CLIP: A Dual-Granularity Remote Sensing Image-Text Dataset and Vision Language Foundation Model for AlignmentIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2025 Weizhi Chen Yupeng Deng Jin Wei Jingbo Chen Jiansheng Chen Yuman Feng Zhihao Xi Diyou Liu Kai Li Yu Meng VLM 227 1 0 25 Mar 2025
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation Clive Tinashe Marimo Benedikt Blumenstiel Maximilian Nitsche Johannes Jakubik Thomas Brunschwiler 241 3 0 20 Mar 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Tim Siebert Ioannis Papoutsis VLM 390 3 0 13 Feb 2025
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval Weihang Zhang Jihao Li Shuoke Li Ziqing Niu Jialiang Chen Wenkai Zhang VLM 152 1 0 18 Jan 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 363 6 0 29 Nov 2024
Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text RetrievalIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Zengbao Sun Ming Zhao Gaorui Liu Andre Kaup 219 11 0 22 Nov 2024
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations Keumgang Cha Donggeun Yu Junghoon Seo VLM 195 2 0 11 Sep 2024
RSTeller: Scaling Up Visual Language Modeling in Remote Sensing with Rich Linguistic Semantics from Openly Available Data and Large Language ModelsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2024 Junyao Ge Xu Zhang Yang Zheng Kaitai Guo Jimin Liang 496 5 0 27 Aug 2024
EarthMarker: Visual Prompt Learning for Region-level and Point-level Remote Sensing Imagery Comprehension Wei Zhang Miaoxin Cai Tong Zhang Jun Li Zhuang Yin Xuerui Mao 302 3 0 18 Jul 2024
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding Linrui Xu Ling Zhao Wang Guo Qiujun Li Kewang Long Kaiqi Zou Yuhan Wang Haifeng Li AI4TS 209 7 0 18 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 280 56 0 14 Jun 2024
Towards Vision-Language Geo-Foundation Model: A Survey Yue Zhou Xue Jiang Yiping Ke Yiping Ke Junchi Yan Xue Yang Wayne Zhang 160 29 0 13 Jun 2024
Zoom and Shift are All You Need Jiahao Qin 155 2 0 13 Jun 2024
Transcending Fusion: A Multi-Scale Alignment Method for Remote Sensing Image-Text Retrieval Rui Yang Shuang Wang Yi Han Yuanheng Li Dong Zhao Dou Quan Yanhe Guo Licheng Jiao 211 8 0 29 May 2024
Composed Image Retrieval for Remote Sensing Bill Psomas Ioannis Kakogeorgiou Nikos Efthymiadis Giorgos Tolias Ondřej Chum Yannis Avrithis Konstantinos Karantzalos 317 12 0 24 May 2024
PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval Jiancheng Pan Muyuan Ma Qing Ma Cong Bai Shengyong Chen 204 12 0 16 May 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 228 38 0 07 May 2024
Knowledge-aware Text-Image Retrieval for Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 Li Mi Xianjie Dai J. Castillo-Navarro D. Tuia 161 18 0 06 May 2024
LuoJiaHOG: A Hierarchy Oriented Geo-aware Image Caption Dataset for Remote Sensing Image-Text Retrival Yuanxin Zhao Mi Zhang Bingnan Yang Zhan Zhang Jiaju Kang Jianya Gong 139 2 0 16 Mar 2024
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment Angelos Zavras Dimitrios Michail Tim Siebert Ioannis Papoutsis VLM 331 15 0 15 Feb 2024
LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model Dilxat Muhtar Zhenshi Li Feng-Xue Gu Xue-liang Zhang Pengfeng Xiao 372 114 0 04 Feb 2024
EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain Wei Zhang Miaoxin Cai Tong Zhang Zhuang Yin Xuerui Mao 295 188 0 30 Jan 2024
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model Yangfan Zhan Zhitong Xiong Yuan. Yuan MLLM 199 103 0 18 Jan 2024
Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text RetrievalIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Qing Ma Jiancheng Pan Cong Bai 200 40 0 12 Oct 2023
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text RetrievalIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yuan. Yuan Yangfan Zhan Zhitong Xiong VLM 167 60 0 24 Aug 2023
RSGPT: A Remote Sensing Vision Language Model and BenchmarkIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 Yuan Hu Jianlong Yuan Congcong Wen Xiaonan Lu Xiang Li VLM 197 186 0 28 Jul 2023
Visual Instruction Tuning with Polite FlamingoAAAI Conference on Artificial Intelligence (AAAI), 2023 Delong Chen Jianfeng Liu Wenliang Dai Baoyuan Wang MLLM 312 51 0 03 Jul 2023
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Zilun Zhang Tiancheng Zhao Yulong Guo Yuxiang Cai DiffM VLM 959 131 0 20 Jun 2023
RemoteCLIP: A Vision Language Foundation Model for Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fan Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 389 414 0 19 Jun 2023
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 262 140 0 09 May 2023
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss InformationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sunjae Kwon Rishabh Garodia Linghe Wang Zhichao Yang Hong-ye Yu CoGe 261 5 0 02 May 2023
Scale-Semantic Joint Decoupling Network for Image-text Retrieval in Remote Sensing Chengyu Zheng Ning Song Ruoyu Zhang Lei Huang Zhiqiang Wei Jie Nie 141 17 0 12 Dec 2022
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing DataIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Yangfan Zhan Zhitong Xiong Yuan. Yuan 197 170 0 23 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 357 77 0 10 Oct 2022
Learning to Evaluate Performance of Multi-modal Semantic LocalizationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Zhiqiang Yuan Wenkai Zhang Chongyang Li Zhaoying Pan Yongqiang Mao Jialiang Chen Shuoke Li Hongqi Wang Xian Sun 202 28 0 14 Sep 2022
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local InformationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Zhiqiang Yuan Wenkai Zhang Changyuan Tian Xuee Rong Zhengyuan Zhang Hongqi Wang Kun Fu Xian Sun 203 164 0 21 Apr 2022