Begüm Demir

Kocaeli University|Laboratory of Image and Signal Processing Electronics and Telecomm|Dept . , Veziroglu Campus

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

Akshara Preethy Byju, Gencer Sumbul,Begum Demir,Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., no. 4 (2021): 3458-3472

EIBibtex

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

Gencer Sumbul, Sonali Nayak,Begum Demir

IEEE Transactions on Geoscience and Remote Sensing, pp.1-13, (2020)

Bibtex

Toward Remote Sensing Image Retrieval Under a Deep Image Captioning Perspective

Genc Hoxha,Farid Melgani,Begum Demir

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, (2020): 4462-4475

Bibtex

A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification

Gencer Sumbul,Begum Demir

IEEE Access, (2020): 95934-95946

Bibtex

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

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

Bibtex

Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives

Sumbul Gencer, Kang Jian,Demir Begüm

Bibtex

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

Akshara Preethy Byju,Begum Demir,Lorenzo Bruzzone

IEEE Transactions on Geoscience and Remote Sensing, no. 8 (2020): 5739-5751

EIWOSBibtex

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

Thomas Reato,Begüm Demir,Lorenzo Bruzzone

IEEE Geoscience and Remote Sensing Letters, no. 2 (2019): 276-280

Cited by4EIWOSBibtex

Weighted Support Vector Machines for Tree Species Classification Using Lidar Data

Hoang Minh Nguyen,Begüm Demir,Michele Dalponte

IGARSS, pp.6740-6743, (2019)

EIBibtex

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

Hoang Minh Nguyen,Begüm Demir,Michele Dalponte

REMOTE SENSING, no. 24 (2019): 2948

EIBibtex

A Novel Data Fusion Technique for Snow Cover Retrieval

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, no. 8 (2019): 2862-2877

EIWOSBibtex

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

Gencer Sumbul,Begüm Demir

arXiv: Computer Vision and Pattern Recognition, (2019)

EIBibtex

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

Subhankar Roy,Enver Sangineto,Begüm Demir,Nicu Sebe

arXiv: Computer Vision and Pattern Recognition, (2019): 1-1

Cited by10EIBibtex

BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding

Gencer Sumbul,Marcela Charfuelan,Begüm Demir,Volker Markl

IGARSS, (2019): 5901-5904

Cited by46EIBibtex

Extended attribute profiles on GPU applied to hyperspectral image classification

Pedro G. Bascoy,Pablo Quesada-Barriuso,Dora B. Heras,Francisco Argüello,Begüm Demir,Lorenzo Bruzzone

The Journal of Supercomputing, no. 3 (2019): 1565-1579

EIBibtex

A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification

Gencer Sumbul,Begüm Demir

IGARSS, pp.5726-5729, (2019)

EIBibtex

From Big Data to Big Information and Big Knowledge: the Case of Earth Observation Data

Konstantina Bereta,Manolis Koubarakis,Stefan Manegold, George Stamoulis,Begüm Demir

CIKM, pp.2293-2294, (2018)

Cited by3EIBibtex

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

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

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, no. 7 (2018): 2473-2490

EIWOSBibtex

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

Bindita Chaudhuri,Begüm Demir,Subhasis Chaudhuri,Lorenzo Bruzzone

IEEE Transactions on Geoscience and Remote Sensing, no. 2 (2018): 1144-1158

Cited by24EIWOSBibtex

Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers

Mattia Callegari,Carlo Marin, Daniel Gunther,Philipp Rastner,Lorenzo Bruzzone,Begüm Demir,Thomas Marke,Ulrich Strasser,Marc Zebisch,Claudia Notarnicola

IGARSS, pp.6239-6242, (2018)

EIBibtex

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Begüm DemirBinding

Papers74 papers

Begüm Demir