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David Berga
David Berga
Associate Professor at ELISAVA - Barcelona School of Design and Engineering (UVic-UCC)
Zweryfikowany adres z elisava.net - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
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
2292020
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
142019
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
142018
A neurodynamic model of saliency prediction in v1
D Berga, X Otazu
Neural Computation 34 (2), 378-414, 2022
122022
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
102020
Modeling bottom-up and top-down attention with a neurodynamic model of V1
D Berga, X Otazu
Neurocomputing 417, 270-289, 2020
82020
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
72021
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
72020
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 …, 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
32019
Understanding eye movements: psychophysics and a model of primary visual cortex
D Berga Garreta
Universitat Autònoma de Barcelona, 0
3
The Stress Is Real: Physiological Measurement of League of Legends Players Experience During a Live Esports Event
D Berga, E De Filippi, A Nandi, EF Coll, MR Bel, LJ Russo, ...
Proceedings of the 12th International Conference on Sport Sciences Research …, 2024
1*2024
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
12023
Computations of top-down attention by modulating V1 dynamics
D Berga, X Otazu
MODVIS 2019: Computational and Mathematical Models in Vision, 2019
12019
Neurodynamical evidence of gaze prediction decrease with saccade number
D Berga, X Otazu
40th European Conference on Visual Perception (ECVP), 88-88, 2017
12017
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
12016
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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