AdvanCed Hardware/Software Components for Integrated/Embedded Vision SystEms

Deliverables

Main recruitment call and list of publicity actions

List of selected fellows

Supervisory Board

Constitution of the supervisory board

Programme website and communication tools

Programme website and internal communication tools

Publications

Unsupervised Hashing with Neural Trees for Image Retrieval and Person Re-Identification

Author(s): Niki Martinel, Gian Luca Foresti, Christian Micheloni
Published in: Proceedings of the 12th International Conference on Distributed Smart Cameras - ICDSC '18, 2018, Page(s) 1-6
DOI: 10.1145/3243394.3243687

On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera

Author(s): D. Velasco-Montero, J. Fernández-Berni, R. Carmona-Galán, Á. Rodríguez-Vázquez
Published in: Proceedings of the 12th International Conference on Distributed Smart Cameras - ICDSC '18, 2018, Page(s) 1-2
DOI: 10.1145/3243394.3243705

CMOS-SPAD Camera Prototype for Single-Sensor 2D/3D Imaging

Author(s): I. Vornicu, R. Carmona-Galán, Á. Rodríguez-Vázquez
Published in: Proceedings of the 12th International Conference on Distributed Smart Cameras - ICDSC '18, 2018, Page(s) 1-2
DOI: 10.1145/3243394.3243711

Results of 'iCaveats', a Project on the Integration of Architectures and Components for Embedded Vision

Author(s): R. Carmona-Galán, J. Fernández-Berni, Á. Rodríguez-Vázquez, P. Lopez-Martínez, V. M. Brea-Sánchez, D. Cabello-Ferrer, G. Domenech-Asensi, R. Ruiz-Merino, J. Zapata-Pérez
Published in: Proceedings of the 12th International Conference on Distributed Smart Cameras - ICDSC '18, 2018, Page(s) 1-2
DOI: 10.1145/3243394.3243707

CNN Performance Prediction on a CPU-based Edge Platform

Author(s): D. Velasco-Montero, J. Fernández-Berni, R. Carmona-Galán, Á. Rodríguez-Vázquez
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, 2019, Page(s) 1-2
DOI: 10.1145/3349801.3357131

A survey on FPGA-based high-resolution TDCs

Author(s): Mojtaba Parsakordasiabi, Ion Vornicu, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, 2019, Page(s) 1-2
DOI: 10.1145/3349801.3357129

Impact of CNNs Pooling Layer Implementation on FPGAs Accelerator Design

Author(s): A. Muñío-Gracia, J. Fernández-Berni, R. Carmona-Galán, Á. Rodríguez-Vázquez
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, 2019, Page(s) 1-2
DOI: 10.1145/3349801.3357130

On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform

Author(s): Delia Velasco-Montero, Jorge Femandez-Bemi, Ricardo Carmona-Galan, Angel Rodriguez-Vazquez
Published in: 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), 2019, Page(s) 249-254
DOI: 10.1109/iwssip.2019.8787329

Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN Inference

Author(s): Walther Carballo-Hernández, François Berry, Maxime Pelcat, Miguel Arias-Estrada
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, Issue 13, 2019, Page(s) 1-2
DOI: 10.1145/3349801.3357136

Dynamic Obstacle Detection in Traffic Environments

Author(s): Gopi Krishna Erabati, Helder Araujo
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, 2019, Page(s) 1-2
DOI: 10.1145/3349801.3357134

Accurate Single-Stream Action Detection in Real-Time

Author(s): Yu Liu, Fan Yang, Dominique Ginhac
Published in: Proceedings of the 13th International Conference on Distributed Smart Cameras - ICDSC 2019, 2019, Page(s) 1-6
DOI: 10.1145/3349801.3349821

Clip-level Feature Aggregation: A Key Factor for Video-based Person Re-Identification

Author(s): Ch. Lyu, P. Heyer Wollenberg, L. Platiša, B. Goossens, P. Veelaert and W. Philips.
Published in: Advanced Concepts for Intelligent Vision Systems - ACIVS 2020, 2020, Page(s) 179-191

Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications

Author(s): Delia Velasco-Montero, Jorge Fernández-Berni, Ricardo Carmona-Galán, Ángel Rodríguez-Vázquez
Published in: Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Poitiers, France, September 24–27, 2018, Proceedings, Issue 11182, 2018, Page(s) 369-379
DOI: 10.1007/978-3-030-01449-0_31

Optimum Selection of DNN Model and Framework for Edge Inference

Author(s): Delia Velasco-Montero, Jorge Fernandez-Berni, Ricardo Carmona-Galan, Angel Rodriguez-Vazquez
Published in: IEEE Access, Issue 6, 2018, Page(s) 51680-51692, ISSN 2169-3536
DOI: 10.1109/access.2018.2869929

Deliverables

Publications

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