Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification

H. K. Chang; Haixia Bi; Fan Li; Xu Chen; Jocelyn Chanussot; Danfeng Hong

doi:10.1109/tgrs.2024.3476975

ScienceGate Book Chapters

JOURNAL ARTICLE

Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification

H. K. Chang Haixia Bi Fan Li Xu Chen Jocelyn Chanussot Danfeng Hong

Year: 2024 Journal: IEEE Transactions on Geoscience and Remote Sensing Vol: 62 Pages: 1-15 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tgrs.2024.3476975

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Sensor fusion Remote sensing Fusion Artificial intelligence Pattern recognition (psychology) Geology

Metrics

Cited By

12.94

FWCI (Field Weighted Citation Impact)

Refs

0.99

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Remote Sensing and Land Use

Physical Sciences → Earth and Planetary Sciences → Atmospheric Science

Advanced Computational Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Remote-Sensing Image Classification

Physical Sciences → Engineering → Media Technology

Related Documents

JOURNAL ARTICLE

Multimodal Fusion Transformer for Remote Sensing Image Classification

Swalpa Kumar Roy Ankur Deria Danfeng Hong Behnood Rasti Antonio Plaza Jocelyn Chanussot

Journal: IEEE Transactions on Geoscience and Remote Sensing Year: 2023 Vol: 61 Pages: 1-20

JOURNAL ARTICLE

Cross‐Transformer Fusion Network for Multimodal Remote Sensing Image Classification

Huiqing Wang Zhongyu Li Linfeng Wu

Journal: The Photogrammetric Record Year: 2025 Vol: 40 (191)

JOURNAL ARTICLE

A multimodal hyper-fusion transformer for remote sensing image classification

Mengru Ma Wenping Ma Licheng Jiao Xu Liu Lingling Li Zhixi Feng Fang Liu Shuyuan Yang

Journal: Information Fusion Year: 2023 Vol: 96 Pages: 66-79

JOURNAL ARTICLE

MultiTrans-LC: Multimodal Fusion Transformer for Remote Sensing Land Cover Classification

Qixuan Wang Ning Li Yiheng Chen Hai Zhu

Journal: The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences Year: 2025 Vol: XLVIII-1/W5-2025 Pages: 133-138

JOURNAL ARTICLE

Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification

Xudong Zhao Mengmeng Zhang Ran Tao Wei Li Wenzhi Liao Lianfang Tian Wilfried Philips

Journal: IEEE Transactions on Neural Networks and Learning Systems Year: 2022 Vol: 35 (2)Pages: 2314-2326