Transformers in Remote Sensing: A Survey

Transformers in Remote Sensing: A Survey

2 September 2022

Abdulaziz Amer Aleissaee

Rao Muhammad Anwer

Salman Khan

Hisham Cholakkal

Papers citing "Transformers in Remote Sensing: A Survey"

18 / 18 papers shown

Title
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 87 0 0 01 May 2025
Optimal Hyperspectral Undersampling Strategy for Satellite Imaging Vita V. Vlasova Vladimir G. Kuzmin Maria S. Varetsa Natalia A. Ibragimova Oleg Y. Rogov Elena V. Lyapuntsova 19 0 0 27 Apr 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 46 0 0 13 Jan 2025
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery BW Sheffield Jeffrey Ellen Ben Whitmore ViT 16 0 0 18 Sep 2024
CMTNet: Convolutional Meets Transformer Network for Hyperspectral Images Classification Faxu Guo Quan Feng Sen Yang Wanxia Yang ViT 29 1 0 20 Jun 2024
StrideNET: Swin Transformer for Terrain Recognition with Dynamic Roughness Extraction Maitreya Shelare Neha Shigvan Atharva Satam Poonam Sonar 16 1 0 20 Apr 2024
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution Yuxuan Jiang Chen Feng Fan Zhang David Bull SupR 51 11 0 15 Apr 2024
Foundation Models for Generalist Geospatial Artificial Intelligence Johannes Jakubik Sujit Roy C. Phillips P. Fraccaro Denys Godwin ... Hamed Alemohammad M. Maskey R. Ganti Kommy Weldemariam Rahul Ramachandran AI4CE VLM 21 92 0 28 Oct 2023
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen Sebastián M. Palacio Federico Raue Andreas Dengel 42 3 0 18 Aug 2023
The Potential of Visual ChatGPT For Remote Sensing L. Osco Eduardo Lopes de Lemos W. Gonçalves A. P. Ramos J. M. Junior 25 30 0 25 Apr 2023
Video Instance Segmentation in an Open-World Omkar Thawakar Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Jorma T. Laaksonen M. Shah F. Khan VLM 9 2 0 03 Apr 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
Transformer-based SAR Image Despeckling Malsha V. Perera W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 95 38 0 23 Jan 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 215 1,213 0 05 Oct 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 256 621 0 21 May 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021