Begum Demir

Begum Demir publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Begum Demir sits on this spectrum.

Begum Demir D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Begum Demir sits on this spectrum.

Best Publications

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

  Gencer Sumbul;Marcela Charfuelan;Begum Demir;Volker Markl

  485
  Citations

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

  B Demir;C Persello;L Bruzzone

  369
  Citations

• Hyperspectral Image Classification Using Relevance Vector Machines

  B. Demir;S. Erturk

  264
  Citations

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

  B. Demir;F. Bovolo;L. Bruzzone

  222
  Citations

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

  Bindita Chaudhuri;Begum Demir;Subhasis Chaudhuri;Lorenzo Bruzzone

  220
  Citations

• A Novel Active Learning Method in Relevance Feedback for Content-Based Remote Sensing Image Retrieval

  Begüm Demir;Lorenzo Bruzzone

  164
  Citations

• Empirical Mode Decomposition of Hyperspectral Images for Support Vector Machine Classification

  Begüm Demir;Sarp Ertürk

  147
  Citations

• Hashing-Based Scalable Remote Sensing Image Search and Retrieval in Large Archives

  Begum Demir;Lorenzo Bruzzone

  141
  Citations

• Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification

  B. Demir;F. Bovolo;L. Bruzzone

  117
  Citations

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

  Gencer Sumbul;Sonali Nayak;Begüm Demir

  89
  Citations

• A multiple criteria active learning method for support vector regression

  Begüm Demir;Lorenzo Bruzzone

  85
  Citations

• Toward Remote Sensing Image Retrieval Under a Deep Image Captioning Perspective

  Genc Hoxha;Farid Melgani;Begum Demir

  83
  Citations

• Region-Based Retrieval of Remote Sensing Images Using an Unsupervised Graph-Theoretic Approach

  Bindita Chaudhuri;Begum Demir;Lorenzo Bruzzone;Subhasis Chaudhuri

  76
  Citations

• 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

  75
  Citations

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

  Subhankar Roy;Enver Sangineto;Begum Demir;Nicu Sebe

  70
  Citations

• Histogram-Based Attribute Profiles for Classification of Very High Resolution Remote Sensing Images

  Begum Demir;Lorenzo Bruzzone

  66
  Citations

• Clustering-Based Extraction of Border Training Patterns for Accurate SVM Classification of Hyperspectral Images

  B. Demir;S. Erturk

  65
  Citations

• Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing

  Unknown

  65
  Citations

• Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration

  Jian Kang;Danfeng Hong;Jialin Liu;Gerald Baier

  60
  Citations

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

  Osman Emre Dai;Begum Demir;Bulent Sankur;Lorenzo Bruzzone

  56
  Citations