Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey

Author:

Jiao Licheng1ORCID,Huang Zhongjian1ORCID,Lu Xiaoqiang1ORCID,Liu Xu1ORCID,Yang Yuting1ORCID,Zhao Jiaxuan1ORCID,Zhang Jinyue1ORCID,Hou Biao1ORCID,Yang Shuyuan1ORCID,Liu Fang1ORCID,Ma Wenping1ORCID,Li Lingling1ORCID,Zhang Xiangrong1ORCID,Chen Puhua1ORCID,Feng Zhixi1ORCID,Tang Xu1ORCID,Guo Yuwei1ORCID,Quan Dou1ORCID,Wang Shuang1ORCID,Li Weibin1ORCID,Bai Jing1ORCID,Li Yangyang1ORCID,Shang Ronghua1ORCID,Feng Jie1ORCID

Affiliation:

1. Key Laboratory of Intelligent Perception and Image Understanding, Ministry of Education of China, International Research Center of Intelligent Perception and Computation, School of Artificial Intelligence, Xidian University, Xi'an, China

Funder

Key Scientific Technological Innovation Research Project

State Key Program

National Natural Science Foundation of China

Higher Education Discipline Innovation Project

Program for Cheung Kong Scholars and Innovative Research Team in University

Chinese Ministry of Education

Key Research and Development Program in Shaanxi Province of China

National Science Basic Research Plan in Shaanxi Province of China

China Postdoctoral Fund

Fundamental Research Funds for the Central Universities

Scientific Research Project of Education Department in Shaanxi Province of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference317 articles.

1. Masked Autoencoders Are Scalable Vision Learners

2. Scaling Vision Transformers

3. Scaling vision transformers to 22 billion parameters;Dehghani,2023

4. BERT: Pre-training of deep bidirectional transformers for language understanding;Kenton,2019

5. On the opportunities and risks of foundation models;Bommasani,2021

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Self Pseudo Entropy Knowledge Distillation for Semi-Supervised Semantic Segmentation;IEEE Transactions on Circuits and Systems for Video Technology;2024-08

2. Vision-Language Models in Remote Sensing: Current progress and future trends;IEEE Geoscience and Remote Sensing Magazine;2024-06

3. Transfer Adaptation Learning for Target Recognition in SAR Images: A Survey;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

4. High-Order Relation Learning Transformer for Satellite Video Object Tracking;IEEE Transactions on Geoscience and Remote Sensing;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3