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QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution


Oct 14, 2022
David Berga, Pau Gallés, Katalin Takáts, Eva Mohedano, Laura Riordan-Chen, Clara Garcia-Moll, David Vilaseca, Javier Marín

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* 29 pages, 13 figures, 9 tables 

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Saliency for free: Saliency prediction as a side-effect of object recognition


Jul 20, 2021
Carola Figueroa-Flores, David Berga, Joost van der Weijer, Bogdan Raducanu

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* 2021 
* Paper published to Pattern Recognition Letter 

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Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains


Jul 24, 2020
Carola Figueroa-Flores, Bogdan Raducanu, David Berga, Joost van de Weijer

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Disentanglement of Color and Shape Representations for Continual Learning


Jul 13, 2020
David Berga, Marc Masana, Joost Van de Weijer

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* Accepted at CL-ICML 2020 

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MineGAN: effective knowledge transfer from GANs to target domains with few images


Dec 11, 2019
Yaxing Wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan, Joost van de Weijer

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SID4VAM: A Benchmark Dataset with Synthetic Images for Visual Attention Modeling


Oct 29, 2019
David Berga, Xosé R. Fdez-Vidal, Xavier Otazu, Xosé M. Pardo

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* The IEEE International Conference on Computer Vision (ICCV) 2019 
* 10 pages, 8 figures, 3 tables, conference paper (ICCV 2019), http://openaccess.thecvf.com/content_ICCV_2019/papers/Berga_SID4VAM_A_Benchmark_Dataset_With_Synthetic_Images_for_Visual_Attention_ICCV_2019_paper.pdf 

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A Neurodynamic model of Saliency prediction in V1


Dec 04, 2018
David Berga, Xavier Otazu

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* 11 pages, 16 figures, 4 tables 

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Psychophysical evaluation of individual low-level feature influences on visual attention


Nov 15, 2018
David Berga, Xosé Ramón Fdez-Vidal, Xavier Otazu, Víctor Leborán, Xosé M. Pardo

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* 29 pages, 24 figures, 5 tables 

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