François Berry

Orcid: 0000-0002-5899-4672

According to our database1, François Berry authored at least 76 papers between 1996 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
Automatic CNN Model Partitioning for GPU/FPGA-based Embedded Heterogeneous Accelerators using Geometric Programming.
J. Signal Process. Syst., October, 2023

Flydeling: Streamlined Performance Models for Hardware Acceleration of CNNs through System Identification.
ACM Trans. Model. Perform. Evaluation Comput. Syst., September, 2023

2022
Special Issue on Embedded Vision Architectures for Machine Learning.
J. Signal Process. Syst., 2022

2021
Alternatives to Bicubic Interpolation Considering FPGA Hardware Resource Consumption.
IEEE Trans. Very Large Scale Integr. Syst., 2021

FPGA-based architecture for bi-cubic interpolation: the best trade-off between precision and hardware resource consumption.
J. Real Time Image Process., 2021

Why is FPGA-GPU Heterogeneity the Best Option for Embedded Deep Neural Networks?
CoRR, 2021

2020
On building a CNN-based multi-view smart camera for real-time object detection.
Microprocess. Microsystems, 2020

When Deep Learning Meets Digital Image Correlation.
CoRR, 2020

Hardware-in-the-loop simulation with dynamic partial FPGA reconfiguration applied to computer vision in ROS-based UAV.
Proceedings of the International Workshop on Rapid System Prototyping, 2020

2019
Depth from a Motion Algorithm and a Hardware Architecture for Smart Cameras.
Sensors, 2019

The fastest visual ego-motion algorithm in the west.
Microprocess. Microsystems, 2019

A flexible calibration method for the intrinsic and mechanical parameters of panoramic line-scan cameras.
Comput. Vis. Image Underst., 2019

The CAPH Language, Ten Years After.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2019

Towards Embedded Heterogeneous FPGA-GPU Smart Camera Architectures for CNN Inference.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019

2018
Bio-inspired heterogeneous architecture for real-time pedestrian detection applications.
J. Real Time Image Process., 2018

Special issue on advances on smart camera architectures for real-time image processing.
J. Real Time Image Process., 2018

Robust feature extraction algorithm suitable for real-time embedded applications.
J. Real Time Image Process., 2018

Accelerating CNN inference on FPGAs: A Survey.
CoRR, 2018

The challenge of multi-operand adders in CNNs on FPGAs: how not to solve it!
Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018

2017
Tactics to Directly Map CNN Graphs on Embedded FPGAs.
IEEE Embed. Syst. Lett., 2017

Hardware Automated Dataflow Deployment of CNNs.
CoRR, 2017

Exploring the performance of partially reconfigurable point-to-point interconnects.
Proceedings of the 12th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, 2017

LobNet: A low specification camera network platform using Ant-Cam.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Ant-Cam network: Tracking across cameras using SVT parameters.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Camera Pose Estimation Suitable for Smart Cameras.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Dense Feature Matching Core for FPGA-based Smart Cameras.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Why TanH is a Hardware Friendly Activation Function for CNNs.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Hardware Acceleration of the Tracking Learning Detection (TLD) Algorithm on FPGA.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

2016
High-level dataflow programming for real-time image processing on smart cameras.
J. Real Time Image Process., 2016

Embedded multi-processor system-on-programmable chip for smart camera pose estimation using nonlinear optimization methods.
J. Real Time Image Process., 2016

Special issue on architectures of smart cameras for real-time applications.
J. Real Time Image Process., 2016

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

Dataflow object detection system for FPGA-based smart camera.
IET Circuits Devices Syst., 2016

Design productivity of a high level synthesis compiler versus HDL.
Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016

Distributed coordination model for smart sensing applications.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Ant-Cams Network: a cooperative network model for silly cameras.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Ant-Cam network: Demo.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Demo GPStudio: a toolchain for FPGA-based Smart Cameras: Demo Paper.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Propagation of Quantification Error Over Convolutional Neural Network layers: PhD Forum.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

Task Clustering Approach to Optimize the Scheduling on a Partially Dynamically Reconfigurable FPGAs for image processing algorithms.
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016

2015
HOG-Dot: A Parallel Kernel-Based Gradient Extraction for Embedded Image Processing.
IEEE Signal Process. Lett., 2015

Toward 3D Reconstruction of Outdoor Scenes Using an MMW Radar and a Monocular Vision Sensor.
Sensors, 2015

Range and Vision Sensors Fusion for Outdoor 3D Reconstruction.
Proceedings of the VISAPP 2015, 2015

Radar and vision sensors calibration for outdoor 3D reconstruction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Parallel image gradient extraction core for FPGA-based smart cameras.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

2014
DreamCam: A modular FPGA-based smart camera architecture.
J. Syst. Archit., 2014

High-Level Dataflow Programming for Reconfigurable Computing.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing Workshop, 2014

SAIL-MAP: Loop-closure detection using saliency-based features.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

A robotic structured light camera.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014

2013
A Visual Servoing-Based Method for ProCam Systems Calibration.
Sensors, 2013

Smart camera architecture.
J. Syst. Archit., 2013

FPGA-based smart camera mote for pervasive wireless network.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Distributed FPGA-based smart camera architecture for computer vision applications.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

DreamCAM: A FPGA-based platform for smart camera networks.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

2012
FPGA-based real time extraction of visual features.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
PhD forum: BiSeeMos: A fast embedded stereo smart camera.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011

Implementing Stream-Processing Applications on FPGAs: A DSL-Based Approach.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

2010
A New High-Level Methodology for Programming FPGA-Based Smart Camera.
Proceedings of the 13th Euromicro Conference on Digital System Design, 2010

Design of a Real-Time Embedded Stereo Smart Camera.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
A New Method for Projector Calibration Based on Visual Servoing.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Structure and kinematics triangulation with a rolling shutter stereo rig.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2007
Towards an Embedded Visuo-Inertial Smart Sensor.
Int. J. Robotics Res., 2007

Embedded Active Vision System Based on an FPGA Architecture.
EURASIP J. Embed. Syst., 2007

A Configurable Window-Based Processing Element for Image Processing on Smart Cameras.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Hardware, Design and Implementation Issues on a Fpga-Based Smart Camera.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

2005
Contrast Optimization in a Multi-Windowing Image Processing Architecture.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

2004
Design of an imaging system based on FPGA technology and CMOS imager.
Proceedings of the 2004 IEEE International Conference on Field-Programmable Technology, 2004

Versatile Imaging Architecture Based on a System on Chip.
Proceedings of the Field Programmable Logic and Application, 2004

2003
Improving Image-Based Visual Servoing with Three-Dimensional Features.
Int. J. Robotics Res., 2003

2002
Is 3D Useful in Stereo Visual Control?
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

2000
Turning around an unknown object using visual servoing.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

1999
Visual feedback in camera motion generation: experimental results.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

1998
Real Time Visual Servoing Around a Complex Object.
Proceedings of IAPR Workshop on Machine Vision Applications, 1998

1997
Trajectory generation by visual servoing.
Proceedings of the 1997 IEEE/RSJ International Conference on Intelligent Robot and Systems. Innovative Robotics for Real-World Applications. IROS '97, 1997

1996
Use of first derivative of geometric features in visual servoing.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996


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