Giovanni Ramponi

Orcid: 0000-0002-4494-3743

According to our database1, Giovanni Ramponi authored at least 121 papers between 1985 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
An End-to-End Workflow to Efficiently Compress and Deploy DNN Classifiers on SoC/FPGA.
IEEE Embed. Syst. Lett., September, 2024

A Lightweight Double Compression Detector for HEIF Images Based on Encoding Information.
Sensors, August, 2024

H2CGAN: Manageable AI for Scene Understanding Tasks in Hazy/Rainy Environment.
IEEE Access, 2024

2023
Nonlinear kernel based feature maps for blur-sensitive unsharp masking of JPEG images.
IET Image Process., March, 2023

2022
High-Level Synthesis Hardware Design for FPGA-Based Accelerators: Models, Methodologies, and Frameworks.
IEEE Access, 2022

D2BGAN: A Dark to Bright Image Conversion Model for Quality Enhancement and Analysis Tasks Without Paired Supervision.
IEEE Access, 2022

ML-Based Classifier for Precision Agriculture on Embedded Systems.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021
Lung Nodule Segmentation with a Region-Based Fast Marching Method.
Sensors, 2021

Compression of NN-Based Pulse-Shape Discriminators in Front-End Electronics for Particle Detection.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021

2020
Distillation of an End-to-End Oracle for Face Verification and Recognition Sensors.
Sensors, 2020

Speeded-up Convolution Neural Network for classification tasks using multiscale 2-dimensional decomposition.
Neurocomputing, 2020

Implementation of Particle Image Velocimetry for Silo Discharge and Food Industry Seeds.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

2019
Distillation of a CNN for a high accuracy mobile face recognition system.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

An FPGA Realization for Real-Time Depth Estimation in Image Sequences.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

A Fast Face Recognition CNN Obtained by Distillation.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

2018
A Face Recognition System Using Off-the-Shelf Feature Extractors and an Ad-Hoc Classifier.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

2017
Method for Adapting the Grayscale Standard Display Function to the Aging Eye.
J. Digit. Imaging, 2017

Nonlinear Signal and Image Processing - a special issue in honour of Giovanni L. Sicuranza on his seventy-fifth birthday.
EURASIP J. Adv. Signal Process., 2017

Feeding a DNN for face verification in video data acquired by a visually impaired user.
Proceedings of the 40th International Convention on Information and Communication Technology, 2017

Real-Time DNN-Based Face Identification for the Blind.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2017

2016
Computer vision for the blind: A dataset for experiments on face detection and recognition.
Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Understanding Needs, Identifying Opportunities: ICT in the View of Universal Design.
Proceedings of the Smart Objects and Technologies for Social Good, 2016

2015
FPGA implementation of the Lucy-Richardson algorithm for fast space-variant image deconvolution.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Image processing issues in a social assistive system for the blind.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Privacy in mini-drone based video surveillance.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Human vision model including age dependencies.
Proceedings of the 23rd European Signal Processing Conference, 2015

A New FPGA-Based Architecture for Iterative and Space-Variant Image Processing.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2015

Towards More Natural Social Interactions of Visually Impaired Persons.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
A Robust Tracking Algorithm for Super-Resolution Reconstruction of Vehicle License Plates.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2014

2013
Causes and subjective evaluation of blurriness in video frames.
Signal Process. Image Commun., 2013

Detection and measurement of the blocking artifact in decoded video frames.
Signal Image Video Process., 2013

Guest editorial: special issue on algorithms and architectures for real-time image and video enhancement.
J. Real Time Image Process., 2013

A flexible FPGA implementation for illuminance-reflectance video enhancement.
J. Real Time Image Process., 2013

GOTHIC: glare optimizer tool for high-dynamic-range images and content with implementation in video.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

Effects of different prediction schemes on lossless invisible watermarking.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Gray-level mapping in advanced medical displays: Determining the collective and individual visual response of the users.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

HDR medical display based on dual layer LCD.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

A low complex algorithm for interpolation as well as lossless compression of natural images.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

An efficient new edge preserving technique for removal of salt and pepper noise.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2012
A Real-Time system for data acquisition, elaboration and actuator's control for magnetohydrodynamics instabilities in the FTU tokamak.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
High Dynamic Range Image Display With Halo and Clipping Prevention.
IEEE Trans. Image Process., 2011

No-reference measurement of perceptually significant blurriness in video frames.
Signal Image Video Process., 2011

Image quality assessment through a subset of the image data.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

2010
Blurriness estimation in video frames: a study on smooth objects and textures.
Proceedings of the Image Processing: Algorithms and Systems VIII, 2010

2009
Context-Based Defading of Archive Photographs.
EURASIP J. Image Video Process., 2009

HSV-domain Enhancement of High-contrast Images - Power Laws and Unsharp Masking for Bounded and Circular Signals.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Robust measurement of the blocking artefact.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Nonlinear mapping of the luminance in dual-layer high dynamic range displays.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

2008
Using a Recursive Rational Filter to Enhance Color Images.
IEEE Trans. Instrum. Meas., 2008

Feature extraction and clustering for the computer-aided reconstruction of strip-cut shredded documents.
J. Electronic Imaging, 2008

Image-splitting techniques for a dual-layer high dynamic range LCD display.
J. Electronic Imaging, 2008

Filtering and luminance correction for aged photographs.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

On the detection of cracks in photographic prints.
Proceedings of the Image Processing: Algorithms and Systems VI, 2008

Word descriptors of image quality based on local dispersion-versus-location distributions.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Restoration of faded images without noise amplification.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Application-Specific Instruction-Set Processor for Retinex-Like Image and Video Processing.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Algorithmic and architectural design for real-time and power-efficient Retinex image/video processing.
J. Real Time Image Process., 2007

Video Enhancement and Dynamic Range Control of HDR Sequences for Automotive Applications.
EURASIP J. Adv. Signal Process., 2007

Nonlinear mapping for dynamic range compression in digital images.
Proceedings of the Image Processing: Algorithms and Systems V, 2007

2006
System architecture for the digital recovery of shredded documents.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Design of Application Specific Instruction-Set Processor for image and video filtering.
Proceedings of the 14th European Signal Processing Conference, 2006

Virtual restoration of faded photographic prints.
Proceedings of the 14th European Signal Processing Conference, 2006

An Experimental Setup to Evaluate the Performance of Tone Mapping Algorithms.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

2005
Virtual restoration of vintage photographic prints affected by foxing and water blotches.
J. Electronic Imaging, 2005

Features for the reconstruction of shredded notebook paper.
Proceedings of the 2005 International Conference on Image Processing, 2005

Adaptive reduction of the dynamics of HDR video sequences.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Design of Farthest-Point Masks for Image Halftoning.
EURASIP J. Adv. Signal Process., 2004

Editorial.
EURASIP J. Adv. Signal Process., 2004

A directional edge-sensitive image interpolator.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

Temporal co-occurrence matrix approaches to motion analysis.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

"Foxing" in vintage photographs: Detection and removal.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Enhancement of coded video sequences via an adaptive nonlinear post-processing.
Signal Process. Image Commun., 2003

Nonlinear contrast enhancement based on the Retinex approach.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

Interpolation of images containing text for digital displays.
Proceedings of the Image Processing: Algorithms and Systems II, 2003

A modified retinex for image contrast enhancement and dynamics control.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
An alignment algorithm for old motion pictures.
IEEE Signal Process. Lett., 2002

Robust detection and correction of blotches in old films using spatio-temporal information.
Proceedings of the Image Processing: Algorithms and Systems, 2002

2001
H.263-based video coder for home-produced video sequences.
IEEE Trans. Consumer Electron., 2001

An adaptive irregular sampling algorithm and its application to image coding.
Image Vis. Comput., 2001

2000
Image enhancement via adaptive unsharp masking.
IEEE Trans. Image Process., 2000

Blotches Correction and Contrast Enhancement for Old Film Pictures.
Proceedings of the 2000 International Conference on Image Processing, 2000

Joint Kalman-Based Noise Filtering and Motion Compensated Video Coding for low Bit Rate Videoconferencing.
Proceedings of the 2000 International Conference on Image Processing, 2000

Image sequence processing for videowall visualization.
Proceedings of the Nonlinear Image Processing XI, 2000

1999
Warped distance for space-variant linear image interpolation.
IEEE Trans. Image Process., 1999

Picture enhancement in video and block-coded image sequences.
IEEE Trans. Consumer Electron., 1999

Contrast enhancement in images via the product of linear filters.
Signal Process., 1999

Guest Editorial: Special Section on Nonlinear and Model-Based Image Analysis.
J. Electronic Imaging, 1999

Automatic estimation of the noise variance in SAR images for use in speckle filtering.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Design constraints for polynomial and rational filters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A Rational Unsharp Masking Method for TV Applications.
Proceedings of the 1999 International Conference on Image Processing, 1999

Nonlinear Interpolators for Old Movie Restoration.
Proceedings of the 1999 International Conference on Image Processing, 1999

Old movie restoration using rational spatial interpolators.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1998
A cubic unsharp masking technique for contrast enhancement.
Signal Process., 1998

Rational unsharp masking technique.
J. Electronic Imaging, 1998

An Adaptive Irregular Sampling Method for Progressive Transmission.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Smoothing speckled images using an adaptive rational operator.
IEEE Signal Process. Lett., 1997

Interpolation of the DC component of Coded Images Using a Rational Filter.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Adaptive Unsharp Masking for Contrast Enhancement.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

The ESPRIT LTR Research Project: "Nonlinear Model-Based Analysis and Description of Images for Multimedia Applications (NOBLESSE)".
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
A method for motion adaptive frame rate up-conversion.
IEEE Trans. Circuits Syst. Video Technol., 1996

A fuzzy filter for images corrupted by impulse noise.
IEEE Signal Process. Lett., 1996

The rational filter for image smoothing.
IEEE Signal Process. Lett., 1996

Nonlinear unsharp masking methods for image contrast enhancement.
J. Electronic Imaging, 1996

Removal of impulse noise using a FIRE filter.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

A simple edge-sensitive image interpolation filter.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

2-D adaptive piecewise-linear filter for image enhancement.
Proceedings of the 8th European Signal Processing Conference, 1996

Nonlinear Unsharp Masking for the enhancement of document images.
Proceedings of the 8th European Signal Processing Conference, 1996

A rational filter for the removal of blocking artifacts in image sequences coded at low bitrate.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
A fuzzy operator for the enhancement of blurred and noisy images .
IEEE Trans. Image Process., 1995

An image enhancement technique based on the FIRE operator.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

A rational edge-preserving smoother.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Nonlinear fuzzy operators for image processing.
Signal Process., 1994

An Image Enhancement Technique using Polynomial Filters.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Enhancing document images with a quadratic filter.
Signal Process., 1993

1991
Improved neural structures for image compression.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
Bi-impulse response design of isotropic quadratic filters.
Proc. IEEE, 1990

1988
Quadratic digital filters for image processing.
IEEE Trans. Acoust. Speech Signal Process., 1988

1987
A variable-step adaptation algorithm for memory-oriented Volterra filters.
IEEE Trans. Acoust. Speech Signal Process., 1987

2- and 3-D Nonlinear predictors.
Proceedings of the IEEE International Conference on Acoustics, 1987

1986
Adaptive nonlinear digital filters using distributed arithmetic.
IEEE Trans. Acoust. Speech Signal Process., 1986

1985
Distributed arithmetic implementation of nonlinear echo cancellers.
Proceedings of the IEEE International Conference on Acoustics, 1985


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