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Begüm Demir
Begüm Demir
Professor, Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin
Verified email at tu-berlin.de - Homepage
Title
Cited by
Cited by
Year
Bigearthnet: A large-scale benchmark archive for remote sensing image understanding
G Sumbul, M Charfuelan, B Demir, V Markl
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
3902019
Batch-mode active-learning methods for the interactive classification of remote sensing images
B Demir, C Persello, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 49 (3), 1014-1031, 2010
3582010
Hyperspectral image classification using relevance vector machines
B Demir, S Erturk
IEEE Geoscience and Remote Sensing Letters 4 (4), 586-590, 2007
2592007
Updating land-cover maps by classification of image time series: A novel change-detection-driven transfer learning approach
B Demir, F Bovolo, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 51 (1), 300-312, 2012
1992012
Multilabel remote sensing image retrieval using a semisupervised graph-theoretic method
B Chaudhuri, B Demir, S Chaudhuri, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1144-1158, 2017
1812017
A novel active learning method in relevance feedback for content-based remote sensing image retrieval
B Demir, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2323-2334, 2014
1602014
Empirical mode decomposition of hyperspectral images for support vector machine classification
B Demir, S Ertürk
IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4071-4084, 2010
1502010
Hashing-based scalable remote sensing image search and retrieval in large archives
B Demir, L Bruzzone
IEEE transactions on geoscience and remote sensing 54 (2), 892-904, 2015
1482015
Detection of land-cover transitions in multitemporal remote sensing images with active-learning-based compound classification
B Demir, F Bovolo, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 50 (5), 1930-1941, 2011
1092011
BigEarthNet-MM: A large-scale, multimodal, multilabel benchmark archive for remote sensing image classification and retrieval [software and data sets]
G Sumbul, A De Wall, T Kreuziger, F Marcelino, H Costa, P Benevides, ...
IEEE Geoscience and Remote Sensing Magazine 9 (3), 174-180, 2021
1072021
A multiple criteria active learning method for support vector regression
B Demir, L Bruzzone
Pattern recognition 47 (7), 2558-2567, 2014
822014
Metric-learning-based deep hashing network for content-based retrieval of remote sensing images
S Roy, E Sangineto, B Demir, N Sebe
IEEE Geoscience and Remote Sensing Letters 18 (2), 226-230, 2020
812020
Region-based retrieval of remote sensing images using an unsupervised graph-theoretic approach
B Chaudhuri, B Demir, L Bruzzone, S Chaudhuri
IEEE Geoscience and Remote Sensing Letters 13 (7), 987-991, 2016
802016
A review of modern approaches to classification of remote sensing data
L Bruzzone, B Demir
Land Use and Land Cover Mapping in Europe: Practices & Trends, 127-143, 2014
722014
A low-complexity approach for the color display of hyperspectral remote-sensing images using one-bit-transform-based band selection
B Demir, A Celebi, S Erturk
IEEE Transactions on Geoscience and Remote Sensing 47 (1), 97-105, 2008
692008
Histogram-based attribute profiles for classification of very high resolution remote sensing images
B Demir, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 54 (4), 2096-2107, 2015
662015
SD-RSIC: Summarization-driven deep remote sensing image captioning
G Sumbul, S Nayak, B Demir
IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6922-6934, 2020
642020
Learning convolutional sparse coding on complex domain for interferometric phase restoration
J Kang, D Hong, J Liu, G Baier, N Yokoya, B Demir
IEEE transactions on neural networks and learning systems 32 (2), 826-840, 2020
642020
Definition of effective training sets for supervised classification of remote sensing images by a novel cost-sensitive active learning method
B Demir, L Minello, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 52 (2), 1272-1284, 2013
602013
Clustering-based extraction of border training patterns for accurate SVM classification of hyperspectral images
B Demir, S Erturk
IEEE Geoscience and Remote Sensing Letters 6 (4), 840-844, 2009
602009
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