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Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach

IEEE transactions on geoscience and remote sensing, 2013-01, Vol.51 (1), p.300-312

2013

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Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method

IEEE transactions on geoscience and remote sensing, 2014-02, Vol.52 (2), p.1272-1284

2014

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Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification

IEEE transactions on geoscience and remote sensing, 2012-05, Vol.50 (5), p.1930-1941

2012

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A Novel Semantic Content-Based Retrieval System for Hyperspectral Remote Sensing Imagery

Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (8), p.1462

2024

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Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives

IEEE transactions on geoscience and remote sensing, 2016-02, Vol.54 (2), p.892-904

2016

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A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR Data

Remote sensing (Basel, Switzerland), 2019-12, Vol.11 (24), p.2948

2019

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A hybrid CUDA, OpenMP, and MPI parallel TCA-based domain adaptation for classification of very high-resolution remote sensing images

The Journal of supercomputing, 2023-05, Vol.79 (7), p.7513-7532

2023

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Hyperspectral Image Classification Using Relevance Vector Machines

IEEE geoscience and remote sensing letters, 2007-10, Vol.4 (4), p.586-590

2007

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Capsule Networks for Object Detection in UAV Imagery

Remote sensing (Basel, Switzerland), 2019-07, Vol.11 (14), p.1694

2019

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Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method

IEEE transactions on geoscience and remote sensing, 2018-02, Vol.56 (2), p.1144-1158

2018

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GPU-accelerated registration of hyperspectral images using KAZE features

The Journal of supercomputing, 2020-12, Vol.76 (12), p.9478-9492

2020

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Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification

IEEE transaction on neural networks and learning systems, 2024-05, Vol.35 (5), p.6438-6451

2024

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SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning

IEEE transactions on geoscience and remote sensing, 2021-08, Vol.59 (8), p.6922-6934

2021

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On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images

IEEE geoscience and remote sensing letters, 2021-02, Vol.18 (2), p.226-230

2021

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ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

NPJ climate and atmospheric science, 2022-06, Vol.5 (1), p.1-5, Article 51

2022

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Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2011-03, Vol.49 (3), p.1014-1031

2011

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Empirical Mode Decomposition of Hyperspectral Images for Support Vector Machine Classification

IEEE transactions on geoscience and remote sensing, 2010-11, Vol.48 (11), p.4071-4084

2010

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Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2016-04, Vol.54 (4), p.2096-2107

2016

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Learning from Data for Remote Sensing Image Analysis

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5527-5533

2022

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Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-11

2022

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Deep Active Learning for Multi-Label Classification of Remote Sensing Images

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-1

2023

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Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval

IEEE transactions on geoscience and remote sensing, 2024-08, p.1-1

2024

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Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach

IEEE geoscience and remote sensing letters, 2016-07, Vol.13 (7), p.987-991

2016

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Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach

Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method

Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification

A Novel Semantic Content-Based Retrieval System for Hyperspectral Remote Sensing Imagery

Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives

A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR Data

A hybrid CUDA, OpenMP, and MPI parallel TCA-based domain adaptation for classification of very high-resolution remote sensing images

Hyperspectral Image Classification Using Relevance Vector Machines

Capsule Networks for Object Detection in UAV Imagery

Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method

GPU-accelerated registration of hyperspectral images using KAZE features

Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification

SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning

On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification

Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images

ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images

Empirical Mode Decomposition of Hyperspectral Images for Support Vector Machine Classification

Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval

Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images

Learning from Data for Remote Sensing Image Analysis

Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval

Deep Active Learning for Multi-Label Classification of Remote Sensing Images

Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval

Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach

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