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A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval

IEEE transactions on geoscience and remote sensing, 2015-05, Vol.53 (5), p.2323-2334

2015

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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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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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A multiple criteria active learning method for support vector regression

Pattern recognition, 2014-07, Vol.47 (7), p.2558-2567

2014

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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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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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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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Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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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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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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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 Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives

IEEE transactions on geoscience and remote sensing, 2020-08, Vol.58 (8), p.5739-5751

2020

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

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-11

2024

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Classification of Time Series of Multispectral Images With Limited Training Data

IEEE transactions on image processing, 2013-08, Vol.22 (8), p.3219-3233

2013

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Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain

IEEE transactions on geoscience and remote sensing, 2021-04, Vol.59 (4), p.3458-3472

2021

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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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Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, p.5901-5904

2019

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ConfigILM: A general purpose configurable library for combining image and language models for visual question answering

SoftwareX, 2024-05, Vol.26, p.101731, Article 101731

2024

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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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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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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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An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing

2022 IEEE International Conference on Image Processing (ICIP), 2022, p.2556-2560

2022

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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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A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval

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

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

A multiple criteria active learning method for support vector regression

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

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

Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval

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

Towards Simultaneous Image Compression and Indexing for Scalable Content-Based Retrieval in Remote Sensing

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

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

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

A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives

Empirical Mode Decomposition of Hyperspectral Images for Support Vector Machine Classification

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

Classification of Time Series of Multispectral Images With Limited Training Data

Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain

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

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

ConfigILM: A general purpose configurable library for combining image and language models for visual question answering

Capsule Networks for Object Detection in UAV Imagery

Hyperspectral Image Classification Using Relevance Vector Machines

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

An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing

GPU-accelerated registration of hyperspectral images using KAZE features

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