Deep Learning for Remote Sensing Image Analysis with Limited Training Samples

Gülsen Taskin; Silvia Liberata Ullo; Valerio Marsocci; Sicong Liu; Danfeng Hong; Deodato Tapete

doi:10.1117/1.JRS.20.011201

Deep Learning for Remote Sensing Image Analysis with Limited Training Samples

Gülsen Taskin
, Silvia Liberata Ullo
, Valerio Marsocci
, Sicong Liu
, Danfeng Hong
, Deodato Tapete

Disaster Management Institute

University of Sannio
European Space Agency - ESA
Tongji University
Italian Space Agency

Research output: Contribution to journal › Editorial

Original language	English
Article number	011201
Journal	Journal of Applied Remote Sensing
Volume	20
Issue number	1
DOIs	https://doi.org/10.1117/1.JRS.20.011201
Publication status	Published - 1 Jan 2026

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10.1117/1.JRS.20.011201

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title = "Deep Learning for Remote Sensing Image Analysis with Limited Training Samples",

author = "G{\"u}lsen Taskin and Ullo, \{Silvia Liberata\} and Valerio Marsocci and Sicong Liu and Danfeng Hong and Deodato Tapete",

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doi = "10.1117/1.JRS.20.011201",

language = "English",

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journal = "Journal of Applied Remote Sensing",

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T1 - Deep Learning for Remote Sensing Image Analysis with Limited Training Samples

AU - Taskin, Gülsen

AU - Ullo, Silvia Liberata

AU - Marsocci, Valerio

AU - Liu, Sicong

AU - Hong, Danfeng

AU - Tapete, Deodato

PY - 2026/1/1

Y1 - 2026/1/1

UR - https://www.scopus.com/pages/publications/105037768320

U2 - 10.1117/1.JRS.20.011201

DO - 10.1117/1.JRS.20.011201

M3 - Editorial

AN - SCOPUS:105037768320

SN - 1931-3195

VL - 20

JO - Journal of Applied Remote Sensing

JF - Journal of Applied Remote Sensing

IS - 1

M1 - 011201

ER -

Deep Learning for Remote Sensing Image Analysis with Limited Training Samples

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