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Remote Sensing Image Analysis GroupPublications

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Publications

This page is under construction and only a subset of the publications is listed for now.

The conference publications are listed underneath the journal publications.

Journal Publications

2019

An Unsupervised Multicode Hashing Method for Accurate and Scalable Remote Sensing Image Retrieval

Thomas Reato and Begüm Demir and Lorenzo Bruzzone

IEEE Geoscience and Remote Sensing Letters, 276-280. 2019

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2018

A Novel System for Content-Based Retrieval of Single and Multi-Label High-Dimensional Remote Sensing Images

Osman Emre Dai and Begüm Demir and Bülent Sankur and Lorenzo Bruzzone

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2473-2490. 2018

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

Bindita Chaudhuri and Begüm Demir and Subhasis Chaudhuri and Lorenzo Bruzzone

IEEE Trans. Geoscience and Remote Sensing, 1144–1158. 2018

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Multiple Kernel Learning for Remote Sensing Image Classification

Saeid Niazmardi and Begüm Demir and Lorenzo Bruzzone and Abdolreza Safari and Saeid Homayouni

IEEE Trans. Geoscience and Remote Sensing, 1425–1443. 2018

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2017

Recent advances in remote sensing time series image classification

Begüm Demir and Lorenzo Bruzzone and Francesca Bovolo

Pattern Recognition and Big Data. World Scientific, 713 -734. 2017

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Conference Publications

2019

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

Gencer Sümbül and Marcela Charfuelan and Begüm Demir and Volker Markl

IEEE International Conference on Geoscience and Remote Sensing Symposium, Yokohama, Japan. Accepted for publication. 2019

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A CNN-RNN Framework with A Novel Patch-Based Multi-Attention Mechanism for Multi-Label Image Classification in Remote Sensing

Gencer Sümbül and Begüm Demir

IEEE International Conference on Geoscience and Remote Sensing Symposium Yokohama, Japan. Accepted for publication. 2019

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Retrieving Images with Generated Textual Descriptions

Genc Hoxha and Farid Melgani and Begüm Demir

IEEE International Conference on Geoscience and Remote Sensing Symposium, Yokohama, Japan. Accepted for publication. 2019

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Weighted Support Vector Machines for Tree Species Classification using Lidar Data

Hoang Minh Nguyen and Begüm Demir and Michele Dalponte

IEEE International Conference on Geoscience and Remote Sensing Symposium, Yokohama, Japan. Accepted for publication. 2019

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2018

Semantic-Fusion Gans for Semi-Supervised Satellite Image Classification

Subhankar Roy and Enver Sangineto and Nicu Sebe and Begum Demir

International Conference in Image Processing, 684-688. 2018

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