Velasco Montero, Delia

Perfil en ORCID: 0000-0003-3487-1712

Grupos de Investigación

• MICROELECTRÓNICA ANALÓGICA Y DE SEÑAL MIXTA

Publicaciones

Libros:

• Velasco, Delia, Fernández-Berni, Jorge, Rodriguez-Vazquez, Angel:
  Visual Inference for IoT Systems: A Practical Approach. : Springer International Publishing Switzerland. 2022. ISBN 978-3-030-90902-4

Publicaciones en Revistas:

• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices. En: IEEE Internet of Things Journal. 2020. Vol. 7. Núm. 10. Pag. 9227-9240 10.1109/JIOT.2020.2981684
• Benoit-cattin, Theo, Velasco, Delia, Fernández-Berni, Jorge:
  Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device. En: Electronics. 2020. Vol. 9. Núm. 12. Pag. - 10.3390/electronics9122106
• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  Optimum Selection of DNN Model and Framework for Edge Inference. En: IEEE Access. 2018. Vol. 6. Núm. . Pag. 51680-51692 10.1109/ACCESS.2018.2869929

Aportaciones a Congresos:

• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform. Comunicación en congreso. 26th IEEE International Conference on Systems, Signals and Image Processing (IWSSIP). Osijek, Croatia. 2019
• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  Demo: CNN Performance Prediction on a CPU-based Edge Platform. Comunicación en congreso. ACM Int. Conf. on Distributed Smart Cameras (ICDSC). Trento, Italia. 2019
• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications. Comunicación en congreso. Advanced Concepts for Intelligent Vision Systems Conference. POITIERS (FRANCE). 2018
• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  Demo: On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera. Demostración en Congreso. ACM International Conference on Distributed Smart Cameras. EINDHOVEN, THE NEDERLANDS. 2018
• Velasco, Delia, Fernández-Berni, Jorge, Carmona-Galan, Ricardo, Rodriguez-Vazquez, Angel:
  Performance Analysis of Real-Time DNN Inference on Raspberry Pi. Comunicación en congreso. SPIE Defense + Commercial Sensing and Imaging: Real-Time Image and Video Processing. FLORIDA, ORLANDO (USA). 2018