Accurate and Scalable Processing of Big Data in Earth Observation

Note: This publication list includes only BigEarth-related publications. For the full list, please see. PDFs given in this web page are the authors' draft versions of the related papers.


A Novel System for Content based Retrieval of Single and Multi-Label High Dimensional Remote Sensing Images
Osman Emre Dai, Begüm Demir, Bülent Sankur, Lorenzo Bruzzone
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, no. 7, pp. 2473 - 2490, July 2018.

Deep Metric and Hash-Code Learning for Content-Based Retrieval of Remote Sensing Images
Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe
IEEE International Conference on Geoscience and Remote Sensing Symposium, Valencia, Spain, 2018.

Semantic-Fusion Gans for Semi-Supervised Satellite Image Classification
Subhankar Roy, Enver Sangineto, Begüm Demir, Nicu Sebe
IEEE International Conference on Image Processing, Athens, Greece, 2018.

Advanced Local Binary Patterns for Remote Sensing Image Retrieval
Issayas Tekeste Mirach, Begüm Demir
IEEE International Conference on Geoscience and Remote Sensing Symposium, Valencia, Spain, 2018.

A Novel Active Learning Technique for Multilabel Remote Sensing Image Scene Classification
Bayable Teshome Zegeye, Begüm Demir
SPIE Image and Signal Processing for Remote Sensing, Berlin, 2018.

A Novel Coarse-to-Fine Remote Sensing Image Retrieval System in JPEG-2000 Compressed Domain
Akshara Preethy Byju, Begüm Demir, Lorenzo Bruzzone
SPIE Image and Signal Processing for Remote Sensing, Berlin, 2018.