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TU Berlin

Inhalt des Dokuments

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

A Novel Data Fusion Technique for Snow Cover Retrieval

Ludovica De Gregorio and Mattia Callegari and Carlo Marin and Marc Zebisch and Lorenzo Bruzzone and Begüm Demir and Ulrich Strasser and Thomas Marke and Daniel Günther and R. Nadalet and Claudia Notarnicola

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Accepted for publication. 2019

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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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Capsule Networks for Object Detection in UAV Imagery

Mohamed Lamine Mekhalfi and Mesay Belete Bejiga and Davide Soresina and Farid Melgani and Begüm Demir

MDPI Remote Sensing, accepted for application. 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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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 Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image Classification

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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Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification

Akshara Preethy Byju and Gencer Sumbul and Begüm Demir and Lorenzo Bruzzone

SPIE Image and Signal Processing for Remote Sensing,Strasbourg, France. 2019

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