Begüm Demir

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

Gencer Sumbül, Marcela Charfuelàn, Begüm Demir et al. · 2019 · 508 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Batch-Mode Active-Learning Methods for the Interactive Classification of Remote Sensing Images

Begüm Demir, Claudio Persello, Lorenzo Bruzzone · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 309 citations · Full text

Remote Sensing Images, Engineering, Machine Learning +22

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

Bindita Chaudhuri, Begüm Demir, Subhasis Chaudhuri et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 223 citations

Engineering, Machine Learning, Image Retrieval +17

Hyperspectral Image Classification Using Relevance Vector Machines

Begüm Demir, Sarp Ertürk · IEEE Geoscience and Remote Sensing Letters · 2007 · 184 citations

Data Classification, Support Vector Machine, Classification Method +14

Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach

Begüm Demir, Francesca Bovolo, Lorenzo Bruzzone · IEEE Transactions on Geoscience and Remote Sensing · 2012 · 182 citations

Shift Detection, Machine Learning, Engineering +18