Optical Remote Sensing Image Understanding with Weak Supervision:
Concepts, Methods, and Perspectives

Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives

18 April 2022

Jun Li

Jocelyn Chanussot

Antonio J. Plaza

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Papers citing "Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives"

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Title
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia Peijie Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 95 1 0 24 Mar 2025
Auto-Prompting SAM for Weakly Supervised Landslide Extraction Jian Wang Xiaokang Zhang Xianping Ma Weikang Yu Pedram Ghamisi 96 3 0 23 Jan 2025
Fewshot learning on global multimodal embeddings for earth observation tasks Matt Allen Francisco Dorr Joseph A. Gallego-Mejia Laura Martínez-Ferrer Anna Jungbluth F. Kalaitzis Raúl Ramos-Pollán 77 9 0 29 Sep 2023
Remote Sensing Object Detection Meets Deep Learning: A Meta-review of Challenges and Advances Xiangrong Zhang Tianyang Zhang Guanchun Wang Peng Zhu Xu Tang Xiuping Jia Licheng Jiao ObjD 116 52 0 13 Sep 2023
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 60 65 0 12 Apr 2023
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 74 1 0 14 Apr 2022