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Browsing by Author "Del Tejo Catalá, Omar"

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Audio Effects Emulation with Neural Networks

DEL TEJO CATALA, OMAR (Universitat Politècnica de València, 2017-10-05)

[EN] This paper discusses if using Neural Networks we can develop model which emulates audio effects and also if it can stand up to traditional audio effect emulators. This report includes the comparison of the performance ...
Clasificación y detección de errores en piezas para inspección industrial

Del Tejo Catalá, Omar (Universitat Politècnica de València, 2020-06-23)

[ES] Se presenta una comparativa entre distintos métodos para la extracción de características de un conjunto de piezas industriales. El objetivo de estas características es entrenar un algoritmo de clasificación con rechazo ...
High-Profile VRU Detection on Resource-Constrained Hardware Using YOLOv3/v4 on BDD100K

ORTIZ, V.; Salvador Igual, Ismael; Del Tejo Catalá, Omar; Perez-Cortes, Juan-Carlos (MDPI AG, 2020-12)

[EN] Vulnerable Road User (VRU) detection is a major application of object detection with the aim of helping reduce accidents in advanced driver-assistance systems and enabling the development of autonomous vehicles. Due ...
Real-time on-board pedestrian detection using generic single-stage algorithms and on-road databases

ORTIZ, V.; del Tejo Catala, Omar; Salvador Igual, Ismael; Perez-Cortes, Juan-Carlos (SAGE Publications, 2020-09-28)

[EN] Pedestrian detection is a particular case of object detection that helps to reduce accidents in advanced driver-assistance systems and autonomous vehicles. It is not an easy task because of the variability of the ...

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Browsing by Author "Del Tejo Catalá, Omar"

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Browsing by Author "Del Tejo Catalá, Omar"