متابعة
Begüm Demir
Begüm Demir
Professor, BIFOLD and Faculty of EECS, Technische Universität Berlin
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
5282019
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
3742010
Hyperspectral image classification using relevance vector machines‏
B Demir, S Erturk‏
IEEE Geoscience and Remote Sensing Letters 4 (4), 586-590, 2007‏
2672007
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
2212012
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
2152017
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
1692014
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
1642021
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
1542010
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
1522015
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
1132011
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
942020
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
882020
A multiple criteria active learning method for support vector regression‏
B Demir, L Bruzzone‏
Pattern recognition 47 (7), 2558-2567, 2014‏
852014
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
762014
Toward remote sensing image retrieval under a deep image captioning perspective‏
G Hoxha, F Melgani, B Demir‏
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020‏
722020
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
712008
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
672015
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
662020
A novel system for content-based retrieval of single and multi-label high-dimensional remote sensing images‏
OE Dai, B Demir, B Sankur, L Bruzzone‏
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018‏
642018
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مقالات 1–20