Fitxa persona

PABLO HERNANDEZ CAMARA
PI-Invest Formacio Predoc Fpu

pablo.hernandez-camara@uv.es
http://www.uv.es/hercapa

:
Departament: Enginyeria Electrònica

Image Processing Laboratory (IPL) E4 building - 4th floor Parc Científic Universitat de València

Biografia

Pablo Hernández Cámara és investigador postdoctoral al Departament d'Enginyeria Electrònica de la Universitat de València (UV) i investigador al Laboratori de Processament d'Imatges (IPL). Es va doctorar en Enginyeria Electrònica per la Universitat de València el 2025 amb la tesi "Perceptual Alignment in Artificial Vision: Bio-Inspired Design and Psychophysical Evaluation". La seua recerca se centra en el disseny bioinspirat i l'alineament perceptual de les xarxes neuronals artificials, amb un èmfasi especial en ciències de la visió, l'avaluació psicofísica de models i el desenvolupament de mètriques de qualitat d'imatge.

Asignatures impartides i modalitats docents

36426 - Aprenentatge màquina - Grau en Ciència de Dades
36420 - Senyals i sistemes - Grau en Ciència de Dades

Publicacions en revistes

Alberto Solano; Kevin N. Dietrich; Marcelino Martínez-Sober; Regino Barranquero-Cardeñosa; Jorge Vila-Tomás; Pablo Hernández-Cámara (2023) Deep Learning Architectures for Diagnosis of Diabetic Retinopathy. Applied Sciences (Rumanía), 13(7), pp. 1 - 14 . ISSN: 1454-5101
Jorge Vila-Tomás; Pablo Hernández-Cámara; Jesús Malo (2023) Artificial psychophysics questions classical hue cancellation experiments. Frontiers In Neuroscience, 17 . ISSN: 1662-453X
Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (2023) Neural networks with divisive normalization for image segmentation. Pattern Recognition Letters, 173, pp. 64 - 71 . ISSN: 0167-8655
Pablo Hernández-Cámara; Paula Daudén-Oliver; Valero Laparra; Jesús Malo (2024) Alignment of Color Discrimination in Humans and Image Segmentation Networks. Frontiers In Psychology, 15 . ISSN: 1664-1078
Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (2025) Dissecting the effectiveness of deep features as metric of perceptual image quality. Neural Networks, 185 . ISSN: 0893-6080
Jesus Malo Lopez; Pablo Hernandez Camara (2024) separate theory-on-top level may be inspiring, but it is neither separate nor enough - Comment on Cross Talk opposing view: Marr's three levels of analysis are not useful as a framework for neuroscience. Journal of Physiology-London, 602(9) . ISSN: 0022-3751
Matt Clifford; Alexander Hepburn; Ricardo Kleinlein; Jorge Vila-Tomás; Pablo Hernández-Cámara; Paula Dauden; Nathan Lepora; Valero Laparra; Raul Santos-Rodríguez (2025) IQM-Vis: A user-centric python toolbox for visualising and evaluating image quality metrics. Softwarex, 31 . ISSN: 2352-7110
Pablo Hernández-Cámara; Jorge Vila-Tomás; Paula Dauden-Oliver; Nuria Alabau-Bosque; Valero Laparra; Jesús Malo (2025) Why Divisive Normalization works in image segmentation?. Neurocomputing, 649(7) . ISSN: 0925-2312
Jorge Vila-Tomás; Pablo Hernández-Cámara; Qiang Li; Valero Laparra; Jesús Malo (2025) A Turing Test for Artificial Nets devoted to Vision. Frontiers in Artificial Intelligence, 8, p. 1665874 . ISSN: 2624-8212

Participacions a Congressos

Pablo Hernández-Cámara; Jorge Vila-Tomás; Qiang Li; Valero Laparra; Jesús Malo (2022). Basic psychophysics of deep networks trained for image segmentation. (Ponència). 9th Congreso Ibérico de Percepción . ESPANYA
Qiang Li; Pablo Hernández-Cámara; Jorge Vila-Tomás; Valero Laparra; Jesús Malo (2022). Basic psychophysics of deep networks trained via maximum differentiation. (Poster). 9th Congreso Ibérico de Percepción . ESPANYA
Jorge Vila-Tomás; Pablo Hernández-Cámara; Qiang Li; Valero Laparra; Jesús Malo (2022). Basic psychophysics of deep networks trained for subjective image distortion. (Poster). 9th Congreso Ibérico de Percepción . ESPANYA
Jesús Malo; Pablo Hernández-Cámara; Jorge Vila-Tomás, Qiang Li, Valero Laparra (2022). A visual psychophysics decalogue to check the human nature of artificial networks. (Ponència). 9th Congreso Ibérico de Percepción . ESPANYA
Pablo Hernández-Cámara, Jorge Vila-Tomás, Jesús Malo, Valero Laparra (2024). Measuring Human-CLIP Alignment at Different Abstraction Levels. (Poster). ICLR 2024 Workshop on Representational Alignment . ÀUSTRIA
Pablo Hernández-Cámara; Jorge Vila-Tomás; Jesús Malo; Valero Laparra (2024). Measuring Human-CLIP Alignment at Different Abstraction Levels. (Poster). International Convention on the Mathematics Of Neuroscience and AI . Roma . ITÀLIA
Pablo Hernández-Cámara; Jose Manuel Jaén-Lorites; Jorge Vila-Tomás; Valero Laparra; Jesus Malo (2025). Do Vision Transformers See Like Humans? Evaluating their Perceptual Alignment. (Poster). 8th Annual Conference on Cognitive Computational Neuroscience . Amsterdam . PAÏSOS BAIXOS
Pablo Hernández-Cámara; Jose Manuel Jaén-Lorites; Jorge Vila-Tomás; Jesus Malo; Valero Laparra (2025). Evolution of Low-Level and Texture Human-CLIP Alignment. (Poster). 8th Annual Conference on Cognitive Computational Neuroscience . Amsterdam . PAÏSOS BAIXOS
Pablo Hernández-Cámara; Jesús Malo; Valero Laparra (2025). From Images to Perception: Emergence of Perceptual Properties by Reconstructing Images. (Poster). 8th Annual Conference on Cognitive Computational Neuroscience . Amsterdam . PAÏSOS BAIXOS
Pablo Hernández-Cámara; Alexandra Gomez-Villa; Jose Manuel Jaén-Lorites; Jorge Vila-Tomás; Jesus Malo; Valero Laparra (2025). Contrast Sensitivity Function of Multimodal Vision-Language Models. (Poster). 8th Annual Conference on Cognitive Computational Neuroscience . Amsterdam . PAÏSOS BAIXOS

Projectes

Tesis, tesines i treballs