Jorge Fernández-Berni

Orcid: 0000-0003-0476-4676

Affiliations:
  • University of Seville, Spain


According to our database1, Jorge Fernández-Berni authored at least 61 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Reliable and efficient integration of AI into camera traps for smart wildlife monitoring based on continual learning.
Ecol. Informatics, 2024

A novel 10T SRAM bit-cell with high static noise margin and low power consumption for binary In-Memory Computing.
Proceedings of the 14th IEEE Annual Computing and Communication Workshop and Conference, 2024

2023
A Pipelining-Based Heterogeneous Scheduling and Energy-Throughput Optimization Scheme for CNNs Leveraging Apache TVM.
IEEE Access, 2023

An Analog-to-Information Architecture for Single-Chip Sensor-Processor Inference System.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Hardware-Efficient Random-Modulation ΣΔ ADC for Per-Column CS Generation in Vision Sensor.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022
An Architecture for On-Chip Face Recognition in a Compressive Image Sensor.
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Accurate Face Recognition on Highly Compressed Samples.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2020
Comparison between Digital Tone-Mapping Operators and a Focal-Plane Pixel-Parallel Circuit.
Signal Process. Image Commun., 2020

PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices.
IEEE Internet Things J., 2020

Impact of Thermal Throttling on Long-Term Visual Inference in a CPU-based Edge Device.
CoRR, 2020

VersaTile Convolutional Neural Network Mapping on FPGAs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
CNN Performance Prediction on a CPU-based Edge Platform.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

Impact of CNNs Pooling Layer Implementation on FPGAs Accelerator Design.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

2018
Guest editorial: Special issue on computational image sensors and smart camera hardware.
Int. J. Circuit Theory Appl., 2018

Optimum Selection of DNN Model and Framework for Edge Inference.
IEEE Access, 2018

Color Tone-Mapping Circuit for a Focal-Plane Implementation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Live Demonstration: Low-Power Low-Cost Cyber-Physical System for Bird Monitoring.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

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, 2018

On the characterization of light sources irradiation profiles with an HDR image sensor.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018

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, 2018

Concurrent focal-plane generation of compressed samples from time-encoded pixel values.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Optimum Network/Framework Selection from High-Level Specifications in Embedded Deep Learning Vision Applications.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Gaussian Pyramid: Comparative Analysis of Hardware Architectures.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Low-Power CMOS Vision Sensor for Gaussian Pyramid Extraction.
IEEE J. Solid State Circuits, 2017

Special issue on computational image sensors and smart camera hardware.
Int. J. Circuit Theory Appl., 2017

In the quest of vision-sensors-on-chip: Pre-processing sensors for data reduction.
Proceedings of the Image Sensors and Imaging Systems 2017, 2017

2016
Single-Exposure HDR Technique Based on Tunable Balance Between Local and Global Adaptation.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

Special Section Guest Editorial: Advances on Distributed Smart Cameras.
J. Electronic Imaging, 2016

High-level Performance Evaluation of Object Detection based on Massively Parallel Focal-plane Acceleration Requiring Minimum Pixel Area Overhead.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Hardware-aware performance evaluation for the co-design of image sensors and vision algorithms.
Proceedings of the 13th International Conference on Synthesis, 2016

Live demonstration: Single-exposure HDR image acquisition based on tunable balance between local and global adaptation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Image Sensing Scheme Enabling Fully-Programmable Light Adaptation and Tone Mapping with a Single Exposure: Demo.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Pixel-wise parameter adaptation for single-exposure extension of the image dynamic range.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Focal-Plane Scale Space Generation with a 6T Pixel Architecture.
Proceedings of the Image Sensors and Imaging Systems 2016, 2016

2015
Bottom-up performance analysis of focal-plane mixed-signal hardware for Viola-Jones early vision tasks.
Int. J. Circuit Theory Appl., 2015

Real-time single-exposure ROI-driven HDR adaptation based on focal-plane reconfiguration.
Proceedings of the Real-Time Image and Video Processing 2015, 2015

Live demonstration: Gaussian pyramid extraction with a CMOS vision sensor.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

On the design of a sparsifying dictionary for compressive image feature extraction.
Proceedings of the 2015 IEEE International Conference on Electronics, 2015

CMOS image sensor architecture for focal plane early vision processing.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014
Focal-Plane Sensing-Processing: A Power-Efficient Approach for the Implementation of Privacy-Aware Networked Visual Sensors.
Sensors, 2014

Form factor improvement of smart-pixels for vision sensors through 3-D vertically-integrated technologies.
Proceedings of the IEEE 5th Latin American Symposium on Circuits and Systems, 2014

Demo: A Prototype Vision Sensor for Real-time Focal-plane Obfuscation through Tunable Pixelation.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

A QVGA Vision Sensor with Multi-functional Pixels for Focal-Plane Programmable Obfuscation.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

A 26.5 nJ/px 2.64 Mpx/s CMOS vision sensor for Gaussian pyramid extraction.
Proceedings of the ESSCIRC 2014, 2014

Review of ADCs for imaging.
Proceedings of the Image Sensors and Imaging Systems 2014, 2014

Smart imaging for power-efficient extraction of Viola-Jones local descriptors.
Proceedings of the Image Sensors and Imaging Systems 2014, 2014

2013
A hierarchical vision processing architecture oriented to 3D integration of smart camera chips.
J. Syst. Archit., 2013

An ultra-low-power voltage-mode asynchronous WTA-LTA circuit.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A 176×120 pixel CMOS vision chip for Gaussian filtering with massivelly Parallel CDS and A/D-conversion.
Proceedings of the 21st European Conference on Circuit Theory and Design, 2013

2012
Ultralow-Power Processing Array for Image Enhancement and Edge Detection.
IEEE Trans. Circuits Syst. II Express Briefs, 2012

All-MOS implementation of RC networks for time-controlled Gaussian spatial filtering.
Int. J. Circuit Theory Appl., 2012

CMOS-3D Smart Imager Architectures for Feature Detection.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Power-efficient focal-plane image representation for extraction of enriched Viola-Jones features.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
FLIP-Q: A QCIF Resolution Focal-Plane Array for Low-Power Image Processing.
IEEE J. Solid State Circuits, 2011

Demo: Real-time remote reporting of active regions with Wi-FLIP.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Wi-FLIP: A wireless smart camera based on a focal-plane low-power image processor.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Image filtering by reduced kernels exploiting kernel structure and focal-plane averaging.
Proceedings of the 20th European Conference on Circuit Theory and Design, 2011

2009
On the implementation of linear diffusion in transconductance-based cellular nonlinear networks.
Int. J. Circuit Theory Appl., 2009

A VLSI-oriented and Power-efficient Approach for Dynamic Texture Recognition Applied to Smoke Detection.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Accurate design of a MOS-based resistive network for time-controlled diffusion filtering.
Proceedings of the 19th European Conference on Circuit Theory and Design, 2009

2007
Practical limitations to the implementation of resistive grid filtering in Cellular Neural Networks.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007


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