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A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images

Aug 12, 2020
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu


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Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning

Jan 06, 2020
Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu

* IEEE Geoscience and Remote Sensing Letters 2020 

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CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing

May 24, 2019
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu


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Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X

Jul 20, 2018
Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu

* 22 pages, 15 figures 

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Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation

Jul 15, 2018
Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang


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DOTA: A Large-scale Dataset for Object Detection in Aerial Images

Jan 27, 2018
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang


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Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection

Dec 21, 2017
Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla

* ISPRS Journal of Photogrammetry and Remote Sensing, Volume 135, January 2018, Pages 158-172, ISSN 0924-2716, https://doi.org/10.1016/j.isprsjprs.2017.11.009 

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Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data

Nov 06, 2017
Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla

* Submitted for review in "Big Data from Space 2017" conference 

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Authorship Analysis based on Data Compression

Feb 14, 2014
Daniele Cerra, Mihai Datcu, Peter Reinartz


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Further results on dissimilarity spaces for hyperspectral images RF-CBIR

Jul 04, 2013
Miguel Angel Veganzones, Mihai Datcu, Manuel Graña

* Pattern Recognition Letters 34, 14 (2013) 1659-1668 
* In Pattern Recognition Letters (2013) 

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A fast compression-based similarity measure with applications to content-based image retrieval

Oct 02, 2012
Daniele Cerra, Mihai Datcu

* Journal of Visual Communication and Image Representation, vol. 23, no. 2, pp. 293-302, 2012 
* Pre-print 

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Supervised learning on graphs of spatio-temporal similarity in satellite image sequences

Sep 20, 2007
Patrick Héas, Mihai Datcu


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