Delia Velasco-Montero

11 papers B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
On-site acoustic identification of bird species based on a shallow neural network.
Ecol. Informatics
Delia Velasco-Montero, Carmen Lozano-Pons, Jorge Fernández-Berni, Giulia Bastianelli
2024 J jnl
Reliable and efficient integration of AI into camera traps for smart wildlife monitoring based on continual learning.
Ecol. Informatics
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ariadna Sanglas, Francisco Palomares
2023 J jnl
A Pipelining-Based Heterogeneous Scheduling and Energy-Throughput Optimization Scheme for CNNs Leveraging Apache TVM.
IEEE Access
Delia Velasco-Montero, Bart Goossens, Jorge Fernández-Berni, Ángel Rodríguez-Vázquez, Wilfried Philips
2020 J jnl
Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device.
CoRR
Théo Benoit-Cattin, Delia Velasco-Montero, Jorge Fernández-Berni
2020 J jnl
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices.
IEEE Internet Things J.
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2019 — conf
CNN Performance Prediction on a CPU-based Edge Platform.
ICDSC
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2019 — conf
On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform.
IWSSIP
Delia Velasco-Montero, Jorge Femández-Bemi, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2019 J jnl
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices.
CoRR
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2018 — conf
On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera.
ICDSC
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2018 B conf
Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications.
ACIVS
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
2018 J jnl
Optimum Selection of DNN Model and Framework for Edge Inference.
IEEE Access
Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez