David Berga

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	All	Since 2020
Citations	313	300
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Joost van de WeijerComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Xavier OtazuComputer Vision Center Barcelona, Universitat Autonoma de BarcelonaVerified email at cvc.uab.es
Abel Gonzalez-GarciaStaff Computer Vision Scientist, Hinge HealthVerified email at cvc.uab.es
Yaxing WangAssociate professor, Nankai UniversityVerified email at cvc.uab.es
Xose R Fdez-VidalProfesor de Física Aplicada (USC)Verified email at usc.es
Xosé M. PardoUniversidade de Santiago de CompostelaVerified email at usc.es
Carola Andrea Figueroa FloresAssosiate Professor, Department of Computer Science and Information Technology , UBBVerified email at ubiobio.cl
Victor LeboránUniversity of Santiago of CompostelaVerified email at usc.es
David VilasecaVerified email at satellogic.com
Javier MarínSatellogicVerified email at satellogic.com
Joan Serra-SagristaUniversitat Autònoma de Barcelona (Spain)Verified email at uab.cat
Adán GarrigaEurecat - Director of Multimedia TechnologiesVerified email at eurecat.org
Alexandre Pereda-BañosEurecat (Data Science Unit)Verified email at eurecat.org
Eleonora De FilippiPhD researcherVerified email at upf.edu
Marc MasanaInstitute of Computer Graphics and Vision, Graz University of TechnologyVerified email at icg.tugraz.at
John K. TsotsosYork University, CanadaVerified email at yorku.ca
Calden WlokaAssistant Professor, Harvey Mudd CollegeVerified email at hmc.edu
Dr. Arijit NandiMachine Learning Researcher @Eurecat | PhD in AI @UPC-BarcelonaTechVerified email at eurecat.org
Toni KunićEECS, Lassonde School of EngineeringVerified email at eecs.yorku.ca
Eva MohedanoSatellogicVerified email at satellogic.com

David Berga

Associate Professor at ELISAVA - Barcelona School of Design and Engineering (UVic-UCC)

Verified email at elisava.net - Homepage

Computational Neuroscience Image Processing Psychophysics Computer Vision Remote Sensing


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Minegan: effective knowledge transfer from gans to target domains with few images Y Wang, A Gonzalez-Garcia, D Berga, L Herranz, FS Khan, J Weijer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	230	2020
SID4VAM: A Benchmark Dataset with Synthetic Images for Visual Attention Modeling D Berga, XR Fdez-Vidal, X Otazu, XM Pardo Proceedings of the IEEE International Conference on Computer Vision, 8789-8798, 2019	14	2019
Psychophysical evaluation of individual low-level feature influences on visual attention. D Berga, XR Fdez-Vidal, X Otazu, V Leboran, XM Pardo Vision research 154, 60-79, 2018	14	2018
A neurodynamic model of saliency prediction in v1 D Berga, X Otazu Neural Computation 34 (2), 378-414, 2022	12	2022
Hallucinating saliency maps for fine-grained image classification for limited data domains C Figueroa-Flores, B Raducanu, D Berga, J van de Weijer Proceedings of the 16th International Joint Conference on Computer Vision …, 2020	10	2020
Saliency for free: Saliency prediction as a side-effect of object recognition C Figueroa-Flores, D Berga, J van de Weijer, B Raducanu Pattern Recognition Letters 150, 1-7, 2021	7	2021
Modeling bottom-up and top-down attention with a neurodynamic model of V1 D Berga, X Otazu Neurocomputing 417, 270-289, 2020	7	2020
Disentanglement of color and shape representations for continual learning D Berga, M Masana, J Van de Weijer ICML 2021: The Thirty-eighth International Conference on Machine Learning …, 2020	5	2020
A New Framework for Evaluating Image Quality Including Deep Learning Task Performances as a Proxy P Gallés, K Takáts, M Hernández-Cabronero, D Berga, L Pega, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023	3*	2023
Modeling task influences for saccade sequence and visual relevance prediction D Berga, C Wloka, JK Tsotsos Journal of Vision 19 (10), 106c-106c, 2019	3	2019
Understanding eye movements: psychophysics and a model of primary visual cortex D Berga Garreta Universitat Autònoma de Barcelona, 0	3
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution D Berga, P Gallés, K Tatáks, E Mohedano, L Riordan-Chen, ... Remote Sensing 15 (9), 1-31, 2023	1	2023
Measuring arousal and stress physiology on Esports, a League of Legends case study D Berga, E De Filippi, A Pereda, A Nandi, E Febrer, MR Coll, LJ Russo arXiv preprint arXiv:2302.14269, 2023	1*	2023
Computations of top-down attention by modulating V1 dynamics D Berga, X Otazu MODVIS 2019: Computational and Mathematical Models in Vision, 2019	1	2019
Neurodynamical evidence of gaze prediction decrease with saccade number D Berga, X Otazu 40th European Conference on Visual Perception (ECVP), 88-88, 2017	1	2017
A Multi-Task Neurodynamical Model of Lateral Interactions in V1: Visual Saliency of Colour Images D Berga, X Otazu 39th European Conference on Visual Perception (ECVP), 51-51, 2016	1	2016
Generating Synthetic Images for Visual Attention Modeling D Berga, X Otazu, XR Fdez-Vidal, V Leboran, XM Pardo PERCEPTION 48, 99-99, 2019		2019
Predicting attention through a model of the lateral interactions of firing-rate neurons in the striate cortex D Berga, X Otazu Barcelona Computational, Cognitive and Systems Neuroscience (BARCCSYN) 5, 2016		2016
Design and Evaluation of an Adaptive System for Videogames Fostering Physical Activity D Berga Universitat Pompeu Fabra, 2015		2015
IRMA: Real-time 3D tracking based on Infrared Reflective Markers for large spaces D Berga Garreta Universitat Pompeu Fabra, 2014		2014

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