Begüm Demir
Begüm Demir
Professor, Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin
Verified email at bigearth.eu - Homepage
TitleCited byYear
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
2272010
Hyperspectral image classification using relevance vector machines
B Demir, S Erturk
IEEE Geoscience and Remote Sensing Letters 4 (4), 586-590, 2007
1982007
Empirical mode decomposition of hyperspectral images for support vector machine classification
B Demir, S Erturk
IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4071-4084, 2010
1042010
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
1022012
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
792014
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
732011
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
552008
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
492009
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
482015
A multiple criteria active learning method for support vector regression
B Demir, L Bruzzone
Pattern recognition 47 (7), 2558-2567, 2014
442014
Block motion estimation using adaptive modified two-bit transform
B Demir, S Ertürk
IET Image Processing 1 (2), 215-222, 2007
442007
Classification of time series of multispectral images with limited training data
B Demir, F Bovolo, L Bruzzone
IEEE Transactions on Image Processing 22 (8), 3219-3233, 2013
382013
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
372015
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
372013
A review of modern approaches to classification of remote sensing data
L Bruzzone, B Demir
Land Use and Land Cover Mapping in Europe, 127-143, 2014
292014
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
282017
Improving SVM classification accuracy using a hierarchical approach for hyperspectral images
B Demir, S Ertürk
2009 16th IEEE International Conference on Image Processing (ICIP), 2849-2852, 2009
262009
Empirical mode decomposition pre-process for higher accuracy hyperspectral image classification
B Demir, S Erturk
IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008
262008
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
252016
Hyperspectral image classification using denoising of intrinsic mode functions
B Demir, S Erturk, MK Gullu
IEEE Geoscience and Remote Sensing Letters 8 (2), 220-224, 2010
242010
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