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Ver Investigador - - Prisma - Unidad de Bibliometría

Jorge Fernández Berni

Profesor Titular de Universidad
jfernandez8@us.es
Área de conocimiento: Electrónica
Departamento: Electrónica y Electromagnetismo
Grupo: MICROELECTRÓNICA ANALÓGICA Y DE SEÑAL MIXTA (TIC-179)
Prog. doctorado: Programa de Doctorado en Ciencias y Tecnologías Físicas (RD. 99/2011)
Tipo Año Título Fuente
Artículo2023 A pipelining-based heterogeneous scheduling and energy-throughput optimization scheme for CNNs leveraging apache TVM IEEE ACCESS
Ponencia2022 Accurate face recognition on highly compressed samples Proceedings - 16th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2022
Ponencia2022 An Architecture for On-Chip Face Recognition in a Compressive Image Sensor International System on Chip Conference
Libro2022 Visual inference for IoT systems: a practical approach Visual Inference for IoT Systems: A Practical Approach
Artículo2020 Comparison between Digital Tone-Mapping Operators and a Focal-Plane Pixel-Parallel Circuit Signal Processing: Image Communication
Artículo2020 Fixed Pattern Noise Analysis for Feature Descriptors in CMOS APS Images Sensing and Imaging
Artículo2020 Impact of thermal throttling on long-term visual inference in a CPU-based edge device ELECTRONICS
Artículo2020 Performance assessment of deep learning frameworks through metrics of CPU hardware exploitation on an embedded platform International Journal of Electrical and Computer Engineering Systems
Artículo2020 PreVIous: a methodology for prediction of visual inference performance on IoT devices IEEE INTERNET OF THINGS JOURNAL
Ponencia2020 Versatile convolutional neural network mapping on FPGAs Proceedings - IEEE International Symposium on Circuits and Systems
Ponencia2019 Demo: CNN performance prediction on a CPU-based edge platform SPLC'19: PROCEEDINGS OF THE 23RD INTERNATIONAL SYSTEMS AND SOFTWARE PRODUCT LINE CONFERENCE, VOL A
Ponencia2019 On the Correlation of CNN Performance and Hardware Metrics for Visual Inference on a Low-Cost CPU-based Platform International Conference on Systems, Signals, and Image Processing
Ponencia2019 Ph.D Forum: Impact of CNNs pooling layer implementation on FPGAS accelerator design SPLC'19: PROCEEDINGS OF THE 23RD INTERNATIONAL SYSTEMS AND SOFTWARE PRODUCT LINE CONFERENCE, VOL A
Artículo2018 CMOS Vision Sensors: Embedding Computer Vision at Imaging Front-Ends IEEE CIRCUITS AND SYSTEMS MAGAZINE
Ponencia2018 Color Tone-Mapping Circuit for a Focal-Plane Implementation Proceedings - IEEE International Symposium on Circuits and Systems
Ponencia2018 Concurrent focal-plane generation of compressed samples from time-encoded pixel values Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018
Ponencia2018 Demo: On the characterization of light sources irradiation profiles with an HDR image sensor PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC'18)
Ponencia2018 Demo: On-The-Fly Deployment of Deep Neural Networks on Heterogeneous Hardware in a Low-Cost Smart Camera PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC'18)
Ponencia2018 Demo: Results of 'iCaveats', a Project on the Integration of Architectures and Components for Embedded Vision PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC'18)
Editorial2018 Guest editorial: Special issue on computational image sensors and smart camera hardware INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS
Ponencia2018 Live Demonstration: Low-Power Low-Cost Cyber-Physical System for Bird Monitoring Proceedings - IEEE International Symposium on Circuits and Systems
Ponencia2018 Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, ACIVS 2018
Artículo2018 Optimum Selection of DNN Model and Framework for Edge Inference IEEE ACCESS
Ponencia2018 Performance Analysis of Real-Time DNN Inference on Raspberry Pi REAL-TIME IMAGE AND VIDEO PROCESSING 2018
Artículo2017 Gaussian Pyramid: Comparative Analysis of Hardware Architectures IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
Ponencia2017 In the quest of vision-sensors-on-chip: Pre-processing sensors for data reduction IS and T International Symposium on Electronic Imaging Science and Technology
Artículo2017 Low-Power CMOS Vision Sensor for Gaussian Pyramid Extraction IEEE JOURNAL OF SOLID-STATE CIRCUITS
Artículo2017 TFET-based well capacity adjustment in active pixel sensor for enhanced high dynamic range ELECTRONICS LETTERS
Editorial2016 Advances on Distributed Smart Cameras JOURNAL OF ELECTRONIC IMAGING
Ponencia2016 Demo: Image Sensing Scheme Enabling Fully-Programmable Light Adaptation and Tone Mapping with a Single Exposure ICDSC 2016: 10TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERA
Ponencia2016 Experimental evidence of power efficiency due to architecture in cellular processor array chips 2016 15TH INTERNATIONAL WORKSHOP ON CELLULAR NANOSCALE NETWORKS AND THEIR APPLICATIONS (CNNA)
Ponencia2016 Focal-plane scale space generation with a 6T pixel architecture IS and T International Symposium on Electronic Imaging Science and Technology
Ponencia2016 Hardware-aware performance evaluation for the co-design of image sensors and vision algorithms 2016 13th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2016
Ponencia2016 High-Level Performance Evaluation of Object Detection Based on Massively Parallel Focal-Plane Acceleration Requiring Minimum Pixel Area Overhead Proceedings of 11th International Conference on Computer Vision Theory and Applications (VISAPP) (2016)
Capítulo2016 Image feature extraction acceleration IMAGE FEATURE DETECTORS AND DESCRIPTORS: FOUNDATIONS AND APPLICATIONS
Artículo2016 Image Sensing Scheme Enabling Fully-Programmable Light Adaptation and Tone Mapping With a Single Exposure IEEE SENSORS JOURNAL
Ponencia2016 Live demonstration: Single-exposure HDR image acquisition based on tunable balance between local and global adaptation Proceedings - IEEE International Symposium on Circuits and Systems
Ponencia2016 On the design of a sparsifying dictionary for compressive image feature extraction Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems
Ponencia2016 Pixel-wise parameter adaptation for single-exposure extension of the image dynamic range ICDSC 2016: 10TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERA
Artículo2016 Single-Exposure HDR Technique Based on Tunable Balance Between Local and Global Adaptation IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
Artículo2015 Bottom-up performance analysis of focal-plane mixed-signal hardware for Viola-Jones early vision tasks INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS
Ponencia2015 Live demonstration: Gaussian pyramid extraction with a CMOS vision sensor Proceedings - IEEE International Symposium on Circuits and Systems
Ponencia2015 Ph.D. forum: CMOS image sensor architecture for focal plane early vision processing ACM International Conference Proceeding Series
Ponencia2015 Real-time single-exposure ROT-driven HDR adaptation based on focal-plane reconfiguration REAL-TIME IMAGE AND VIDEO PROCESSING 2015
Ponencia2014 A 26.5 nJ/px 2.64 Mpx/s CMOS vision sensor for Gaussian pyramid extraction European Solid-State Circuits Conference
Ponencia2014 A QVGA vision sensor with multi-functional pixels for focal-plane programmable obfuscation Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014
Ponencia2014 Demo: A prototype vision sensor for real-time focal-plane obfuscation through tunable pixelation Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014
Capítulo2014 Fire detection with a frame-less vision sensor working in the NIR band Advances in forest fire research
Artículo2014 Focal-Plane Sensing-Processing: A Power-Efficient Approach for the Implementation of Privacy-Aware Networked Visual Sensors SENSORS
Ponencia2014 Form Factor Improvement of Smart-Pixels for Vision Sensors through 3-D Vertically-Integrated Technologies 2014 IEEE 5TH LATIN AMERICAN SYMPOSIUM ON CIRCUITS AND SYSTEMS (LASCAS)
Ponencia2014 Gaussian pyramid extraction with a CMOS vision sensor 2014 14TH INTERNATIONAL WORKSHOP ON CELLULAR NANOSCALE NETWORKS AND THEIR APPLICATIONS (CNNA)
Artículo2014 High dynamic range adaptation for ROI tracking based on reconfigurable concurrent dual-sensing ELECTRONICS LETTERS
Ponencia2014 Review of ADCs for imaging IMAGE SENSORS AND IMAGING SYSTEMS 2014
Ponencia2014 Smart imaging for power-efficient extraction of Viola-Jones local descriptors IMAGE SENSORS AND IMAGING SYSTEMS 2014
Capítulo2014 Towards an ultra‐low‐power low‐cost wireless visual sensor node for fine‐grain detection of forest fires Advances in forest fire research
Ponencia2013 A 176×120 pixel CMOS vision chip for Gaussian filtering with massivelly Parallel CDS and A/D-conversion 2013 European Conference on Circuit Theory and Design, ECCTD 2013 - Proceedings
Artículo2013 A hierarchical vision processing architecture oriented to 3D integration of smart camera chips JOURNAL OF SYSTEMS ARCHITECTURE
Ponencia2013 An Ultra-Low-Power Voltage-Mode Asynchronous WTA-LTA Circuit 2013 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)
Editorial2013 Special Issue on Advances in sensing and communication circuits (ICECS 2012) ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING
Artículo2012 All-MOS implementation of RC networks for time-controlled Gaussian spatial filtering INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS
Artículo2012 CMOS-3D Smart Imager Architectures for Feature Detection IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
Artículo2012 Early forest fire detection by vision-enabled wireless sensor networks INTERNATIONAL JOURNAL OF WILDLAND FIRE
Libro2012 Low-power smart imagers for vision-enabled sensor networks Low-Power Smart Imagers for Vision-Enabled Sensor Networks
Ponencia2012 Power-Efficient Focal-Plane Image Representation for Extraction of Enriched Viola-Jones Features ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems
Ponencia2012 Real-time Remote Reporting of Motion Analysis with Wi-FLIP 2012 13TH INTERNATIONAL WORKSHOP ON CELLULAR NANOSCALE NETWORKS AND THEIR APPLICATIONS (CNNA)
Artículo2012 Ultralow-Power Processing Array for Image Enhancement and Edge Detection IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
Ponencia2011 Demo: Real-time remote reporting of active regions with Wi-FLIP 2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011
Ponencia2011 Design of a smart SiPM based on focal-plane processing elements for improved spatial resolution in PET BIOELECTRONICS, BIOMEDICAL, AND BIOINSPIRED SYSTEMS V AND NANOTECHNOLOGY V
Artículo2011 FLIP-Q: A QCIF Resolution Focal-Plane Array for Low-Power Image Processing IEEE JOURNAL OF SOLID-STATE CIRCUITS
Capítulo2011 Focal-Plane Dynamic Texture Segmentation by Programmable Binning and Scale Extraction FOCAL-PLANE SENSOR-PROCESSOR CHIPS
Ponencia2011 Focal-plane generation of multi-resolution and multi-scale image representation for low-power vision applications INFRARED TECHNOLOGY AND APPLICATIONS XXXVII
Ponencia2011 Image filtering by reduced kernels exploiting kernel structure and focal-plane averaging 2011 20th European Conference on Circuit Theory and Design, ECCTD 2011
Ponencia2011 Multi-resolution low-power Gaussian filtering by reconfigurable focal-plane binning BIOELECTRONICS, BIOMEDICAL, AND BIOINSPIRED SYSTEMS V AND NANOTECHNOLOGY V
Ponencia2011 Wi-FLIP: A wireless smart camera based on a focal-plane low-power image processor 2011 5th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2011
Ponencia2010 On-site forest fire smoke detection by low-power autonomous vision sensor VI International Conference on Forest Fire Research (2010)
Ponencia2010 Robust focal-plane analog processing hardware for dynamic texture segmentation 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010
Ponencia2009 A VLSI-oriented and power-efficient approach for dynamic texture recognition applied to smoke detection VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1
Ponencia2009 Accurate design of a MOS-based resistive network for time-controlled diffusion filtering 2009 EUROPEAN CONFERENCE ON CIRCUIT THEORY AND DESIGN, VOLS 1 AND 2
Ponencia2009 Low-power focal-plane dynamic texture segmentation based on programmable image binning and diffusion hardware BIOENGINEERED AND BIOINSPIRED SYSTEMS IV
Artículo2009 On the implementation of linear diffusion in transconductance-based cellular nonlinear networks INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS
Ponencia2008 A vision-based monitoring system for very early automatic detection of forest fires MODELLING, MONITORING AND MANAGEMENT OF FOREST FIRES
Ponencia2007 Practical limitations to the implementation of resistive grid filtering in cellular neural networks 2007 EUROPEAN CONFERENCE ON CIRCUIT THEORY AND DESIGN, VOLS 1-3
SENSORES DE VISIÓN DE BAJO CONSUMO DE POTENCIA PARA VIGILANCIA Y MONITORIZACIÓN EN RED (2011)
Dirigida por: Carmona Galan, Ricardo Antonio
Tesis dirigidas/tutorizadas:1
Fecha lectura Título Rol
10/01/2023 Contributions to the realization of DNN-based visual inference on embedded systems Director/a

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/12/2022 30/11/2024 Responsable Plataforma embebida multi-sensorial inteligente para monitorización avanzada de la naturaleza (TED2021-131835B-I00) Ministerio de Ciencia e Innovación (Nacional)
01/02/2020 30/04/2022 Investigador/a SPADARCH: Flexible SPAD-Based CMOS Chip Architectures for Time Correlated Single Photon Counting (US-1264940) Junta de Andalucía (Consejería de Economía y Conocimiento) (Autonómico)
01/03/2019 28/02/2023 Investigador/a Looking Beyond Images: Low-Power Sensor Architectures for 2D/3D Imaging and Vision (N00014-19-1-2156) Office of Naval Research EEUU (Internacional)
01/05/2014 30/04/2017 Contratado Hybrid Cellular Architectures and Circuits for High-Sensitivity, High-Speed, High-Resolution Cmos Vision Systems With Reduced Swap (N00014-14-1-335) ONR-OFFICE OF NAVAL RESEARCH - EEUU (EEUU) (Internacional)
30/01/2014 30/06/2019 Investigador/a Smart Cis3d. Sensores de imágenes inteligentes para captación de tiempos de vuelo y análisis embebido de imágenes 3D (P12-TIC-2338) Consejería de Economía, Innovación y Ciencia (Autonómico)
05/05/2011 31/12/2014 Contratado Sensores de imagen inteligentes en tecnologías CMOS-3Dwtack de chips apilados (IPT-2011-1625-430000) Ministerio de Ciencia e Innovación (Nacional)
01/01/2011 31/12/2013 Contratado Design of high-performance heterogeneous ultra-high speed celluar sensor-processors for multi-spectral light sensing (BAA-11-001) Office of Naval Research EEUU (Internacional)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
20/07/2023 19/11/2023 Responsable BiodAIverse: Registro y análisis automático de audios mediante inteligencia artificial (4898/0818) Sociedad Española de Ornitología (Desconocido)

Ayudas

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
19/05/2013 23/05/2013 Responsable Ayuda para asistencia a IEEE International Symposium on Circuits and Systems (ISCAS) (PP2013-157) Universidad de Sevilla (Local)

Patentes

Nº Solicitud Fecha Solicitud Fecha Concesión Nombre
P201200474 03/05/2012 02/09/2014 Dispositivo para la detección de bordes y mejora de calidad en una imagen
P201201011 00/00/0000 27/11/2014 Dispositivo para la detección Hardware de extremos locales en una imagen
P201400224 20/03/2014 20/07/2016 Hardware para cómputo de la imagen integral