Francesco G. B. De Natale

Orcid: 0000-0003-2566-6995

According to our database1, Francesco G. B. De Natale authored at least 188 papers between 1991 and 2024.

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Bibliography

2024
Adversarial mimicry attacks against image splicing forensics: An approach for jointly hiding manipulations and creating false detections.
Pattern Recognit. Lett., 2024

2023
Multi-Clue Reconstruction of Sharing Chains for Social Media Images.
IEEE Trans. Multim., 2023

2022
A multimodal framework for the evaluation of patients' weaknesses, supporting the design of customised AAL solutions.
Expert Syst. Appl., 2022

2021
Where Are They Going? Predicting Human Behaviors in Crowded Scenes.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Embedding group and obstacle information in LSTM networks for human trajectory prediction in crowded scenes.
Comput. Vis. Image Underst., 2021

Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs.
CoRR, 2021

2020
Dynamic Camera Reconfiguration with Reinforcement Learning and Stochastic Methods for Crowd Surveillance.
Sensors, 2020

Fast automatic camera network calibration through human mesh recovery.
J. Real Time Image Process., 2020

Morphological Filter Detector for Image Forensics Applications.
IEEE Access, 2020

2019
Accurate and Scalable Image Clustering Based on Sparse Representation of Camera Fingerprint.
IEEE Trans. Inf. Forensics Secur., 2019

Efficient Training for Positive Unlabeled Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Joint Trajectory and Fatigue Analysis in Wheelchair Users.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Technological Infrastructure Supports New Paradigm of Care for Healthy Aging: The Living Lab Ausilia.
Proceedings of the Ambient Assisted Living, 2019

2018
Ensemble of Deep Models for Event Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2018

A saliency-based approach to event recognition.
Signal Process. Image Commun., 2018

Plummer Autoencoders.
CoRR, 2018

Identifying Image Provenance: An Analysis of Mobile Instant Messaging Apps.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

A Comparative Study of Global and Deep Features for the Analysis of User-Generated Natural Disaster Related Images.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Increasingly Specialized Ensemble of Convolutional Neural Networks for Fine-Grained Recognition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Deep Learning for Mobile Multimedia: A Survey.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Introduction to Special Issue on Deep Learning for Mobile Multimedia.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images.
ACM Trans. Multim. Comput. Commun. Appl., 2017

Automatic Synchronization of Multi-user Photo Galleries.
IEEE Trans. Multim., 2017

Detecting Morphological Filtering of Binary Images.
IEEE Trans. Inf. Forensics Secur., 2017

Event recognition in personal photo collections via multiple instance learning-based classification of multiple images.
J. Electronic Imaging, 2017

Training Feedforward Neural Networks with Standard Logistic Activations is Feasible.
CoRR, 2017

Image Clustering by Source Camera via Sparse Representation.
Proceedings of the 2nd International Workshop on Multimedia Forensics and Security, 2017

A pool of deep models for event recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Using LDP-TOP in Video-Based Spoofing Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

JORD: A System for Collecting Information and Monitoring Natural Disasters by Linking Social Media with Satellite Imagery.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Real-time moving object detection and segmentation in H.264 video streams.
Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

2016
A Deterministic Approach to Detect Median Filtering in 1D Data.
IEEE Trans. Inf. Forensics Secur., 2016

Exploiting visual saliency for increasing diversity of image retrieval results.
Multim. Tools Appl., 2016

Recovering the sight to blind people in indoor environments with smart technologies.
Expert Syst. Appl., 2016

USED: a large-scale social event detection dataset.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

A Hybrid Approach for Multimedia Use Verification.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

AUSILIA: Assisted unit for simulating independent living activities.
Proceedings of the IEEE International Smart Cities Conference, 2016

An integrated framework for video surveillance in complex environments.
Proceedings of the IEEE International Smart Cities Conference, 2016

Crowd behavior identification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

FACE spoofing detection using LDP-TOP.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A hierarchical approach to event discovery from single images using MIL framework.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Classtering: Joint Classification and Clustering with Mixture of Factor Analysers.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Segmentation of Discriminative Patches in Human Activity Video.
ACM Trans. Multim. Comput. Commun. Appl., 2015

EventMask: A Game-Based Framework for Event-Saliency Identification in Images.
IEEE Trans. Multim., 2015

3D-Model-Based Video Analysis for Computer Generated Faces Identification.
IEEE Trans. Inf. Forensics Secur., 2015

About Events, Objects, and their Relationships: Human-centered Event Understanding from Multimedia.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multimodal-based Diversified Summarization in Social Image Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Synchronization of Multi-User Event Media at MediaEval 2015: Task Description, Datasets, and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Human interaction recognition in the wild: Analyzing trajectory clustering from multiple-instance-learning perspective.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

A hybrid approach for retrieving diverse social images of landmarks.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Traffic accident detection through a hydrodynamic lens.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Robust event discovery from photo collections using Signature Image Bases (SIBs).
Multim. Tools Appl., 2014

Human behavior recognition using a context-free grammar.
J. Electronic Imaging, 2014

Multimedia Data Management in Mobile Computing.
IEEE Multim., 2014

Video forensics based on expression dynamics.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

HuEvent'14: 2014 workshop on human-centered event understanding from multimedia.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Multi-device Interaction for Content Sharing.
Proceedings of the 1st International Workshop on Emerging Multimedia Applications and Services for Smart Cities, 2014

Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Synchronization of Multi-User Event Media (SEM) at MediaEval 2014: Task Description, Datasets, and Evaluation.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Camera viewpoint change detection for interaction analysis in TV shows.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Revealing synthetic facial animations of realistic characters.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Unsupervised social media events clustering using user-centric parallel split-n-merge algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2014

Human behavior understanding for assisted living by means of hierarchical context free grammars.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Human interaction recognition through two-phase sparse coding.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014

Smart Camera Reconfiguration in Assisted Home Environments for Elderly Care.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Salient object detection using scene layout estimation.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Counter-forensics of median filtering.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Jointly exploiting visual and non-visual information for event-related social media retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Event Clustering and Classification from Social Media: Watershed-based and Kernel Methods.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Improved image copyright protection scheme exploiting visual cryptography in wavelet domain.
Proceedings of the Image Processing: Algorithms and Systems XI, 2013

Recognition of social interactions based on feature selection from visual codebooks.
Proceedings of the IEEE International Conference on Image Processing, 2013

Particles cross-influence for entity grouping.
Proceedings of the 21st European Signal Processing Conference, 2013

Weighted symbolic analysis of human behavior for event detection.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

Diversification of visual media retrieval results using saliency detection.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

2012
GLOCAL: event-based retrieval of networked media.
Proceedings of the 21st World Wide Web Conference, 2012

Identify computer generated characters by analysing facial expressions variation.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Categorization of a collection of pictures into structured events.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Discovering inherent event taxonomies from social media collections.
Proceedings of the International Conference on Multimedia Retrieval, 2012

The Watershed-based Social Events Detection Method with Support from External Data Sources.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Saliency detection as a support for image forensics.
Proceedings of the 5th International Symposium on Communications, 2012

Ear recognition based on edge potential function.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

Content-based synchronization for multiple photos galleries.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Discrimination between computer generated and natural human faces based on asymmetry information.
Proceedings of the 20th European Signal Processing Conference, 2012

Supervised models for multimodal image retrieval based on visual, semantic and geographic information.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

Abandoned Object's Owner Detection: A Case Study of Hybrid Mobile-Fixed Video Surveillance System.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Trends in Multimedia Signal Processing [In the Spotlight].
IEEE Signal Process. Mag., 2011

A commutative digital image watermarking and encryption method in the tree structured Haar transform domain.
Signal Process. Image Commun., 2011

Signature-image-based event analysis for personal photo albums.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Performance comparison of denoising filters for source camera identification.
Proceedings of the Media Forensics and Security III, 2011

A segment-based image saliency detection.
Proceedings of the IEEE International Conference on Acoustics, 2011

Personal photo album summarization for global and local photo annotation.
Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011

Unsupervised anchorpersons differentiation in news video.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

2010
Object Trajectory Analysis in Video Indexing and Retrieval Applications.
Proceedings of the Video Search and Mining, 2010

A Stochastic Approach to Image Retrieval Using Relevance Feedback and Particle Swarm Optimization.
IEEE Trans. Multim., 2010

Introduction of the TCSVT Associate Editors.
IEEE Trans. Circuits Syst. Video Technol., 2010

Activity detection using regular expressions.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Unsupervised event segmentation of news content with multimodal cues.
Proceedings of the 3rd International Workshop on Automated Information Extraction in Media Production, 2010

Impact of contrast modification on human feeling: an objective and subjective assessment.
Proceedings of the International Conference on Image Processing, 2010

Learning and matching human activities using regular expressions.
Proceedings of the International Conference on Image Processing, 2010

2009
Syntactic Matching of Trajectories for Ambient Intelligence Applications.
IEEE Trans. Multim., 2009

Watermarking robustness evaluation based on perceptual quality via genetic algorithms.
IEEE Trans. Inf. Forensics Secur., 2009

Multiple Description Coding Using Data Hiding and Regions of Interest for Broadcasting Applications.
Int. J. Digit. Multim. Broadcast., 2009

Intelligent extended floating car data collection.
Expert Syst. Appl., 2009

Image Diversity Analysis: Context, Opinion and Bias.
Proceedings of First International Workshop on Living Web, 2009

Towards Multimedia Opinion Mining.
Proceedings of First International Workshop on Living Web, 2009

Hand tracking and trajectory analysis for physical rehabilitation.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Robustness and security assessment of image watermarking techniques by a stochastic approach.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Comparison of watermarking algorithms via a GA-based benchmarking tool.
Proceedings of the International Conference on Image Processing, 2009

Evolutionary image retrieval.
Proceedings of the International Conference on Image Processing, 2009

Hierarchical Matching of 3D Pedestrian Trajectories for Surveillance Applications.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
A Multilevel Asymmetric Scheme for Digital Fingerprinting.
IEEE Trans. Multim., 2008

A joint digital watermarking and encryption method.
Proceedings of the Security, 2008

A joint asymmetric watermarking and image encryption scheme.
Proceedings of the Security, 2008

Syntactic matching of pedestrian trajectories for behavioral analysis.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Content-based image retrieval by a semi-supervised Particle Swarm Optimization.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Semi-Supervised Learning Based Color Iris Recognition.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Content-Based Image Retrieval by Feature Adaptation and Relevance Feedback.
IEEE Trans. Multim., 2007

Edge Potential Functions (EPF) and Genetic Algorithms (GA) for Edge-Based Matching of Visual Objects.
IEEE Trans. Multim., 2007

Digital Image Tracing by Sequential Multiple Watermarking.
IEEE Trans. Multim., 2007

Genetic-Algorithm-Assisted Maximum-Likelihood Detection of OFDM Symbols in the Presence of Nonlinear Distortions.
IEEE Trans. Commun., 2007

Multiple description video coding using coefficients ordering and interpolation.
Signal Process. Image Commun., 2007

Real-time multiple description intra-coding by sorting and interpolation of coefficients.
Signal Image Video Process., 2007

Signal Processing Technologies for Ambient Intelligence in Home-Care Applications.
EURASIP J. Adv. Signal Process., 2007

GA-Based Robustness Evaluation Method for Digital Image Watermarking.
Proceedings of the Digital Watermarking, 6th International Workshop, 2007

Natural Human-Machine Interface using an Interactive Virtual Blackboard.
Proceedings of the International Conference on Image Processing, 2007

Statistical Analysis of a Linear Algebra Asymmetricwatermarking Scheme.
Proceedings of the International Conference on Image Processing, 2007

An Adaptive Minimum-BER Approach for Multi-User Detection in STBC-MIMO MC-CDMA Systems.
Proceedings of the Global Communications Conference, 2007

2006
A Joint MAC-PHY Approach for Medium Access Control in VBR MC-CDMA Broadband Indoor Connections.
Wirel. Pers. Commun., 2006

An improved asymmetric watermarking scheme suitable for copy protection.
IEEE Trans. Signal Process., 2006

Hierarchical ownership and deterministic watermarking of digital images via polynomial interpolation.
Signal Process. Image Commun., 2006

A Genetic Algorithm-Assisted Semi-Adaptive MMSE Multi-User Detection for MC-CDMA Mobile Communication Systems.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

Situation-aware radio resource management for multi-rate MC-CDMA wireless networks targeted at multimedia data exchanges in local areas.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

Multiple description video coding by coefficients ordering and interpolation.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

A New Sequential Multiple Watermarking Scheme.
Proceedings of the International Conference on Image Processing, 2006

2005
A wireless multimedia framework for the management of emergency situations in automotive applications: The AIDER system.
Signal Process. Image Commun., 2005

Semi-automatic Feature-Adaptive Relevance Feedback (SA-FR-RF) for Content-Based Image Retrieval.
Proceedings of the Visual Information and Information Systems, 2005

Query Initialization by Virtual Query Image and Pre-initial Query Feedback.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Efficient Shape Matching Using Weighted Edge Potential Functions.
Proceedings of the Image Analysis and Processing, 2005

Embedded packet video transmission over wireless channels using power control and forward error correction.
Proceedings of IEEE International Conference on Communications, 2005

2004
Adaptive antenna array control in the presence of interfering signals with stochastic arrivals: assessment of a GA-based procedure.
IEEE Trans. Wirel. Commun., 2004

Quality Evaluation and Nonuniform Compression of Geometrically Distorted Images Using the Quadtree Distortion Map.
EURASIP J. Adv. Signal Process., 2004

Feature-adaptive relevance feedback (FA-RF) for content-based image retrieval.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

MPEG-4 Video Retrieval Using Video-Objects and Edge Potential Functions.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Optimal energy distribution in embedded packet video transmission over wireless channels.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

2003
Forest species discrimination in an Alpine mountain area using a fuzzy classification of multi-temporal SPOT (HRV) data.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Edge potential functions and genetic algorithms for shape-based image retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

A QoS-oriented medium access control strategy for variable-bit-rate MC-CDMA transmission in wireless LAN environments.
Proceedings of the Global Telecommunications Conference, 2003

2002
Adaptive anisotropic filtering (AAF) for real-time visual enhancement of MPEG-coded video sequences.
IEEE Trans. Circuits Syst. Video Technol., 2002

A Contrast-Based Approach to the Identification of Texture Faults.
Int. J. Pattern Recognit. Artif. Intell., 2002

Low-complexity motion estimation for VLBR video coders.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
A spatio-temporal concealment technique using boundary matching algorithm and mesh-based warping (BMA-MBW).
IEEE Trans. Multim., 2001

Editorial.
Signal Process. Image Commun., 2001

A real-time visual postprocessor for MPEG-coded video sequences.
Signal Process. Image Commun., 2001

Innovative technologies for video transmission over packet networks.
Eur. Trans. Telecommun., 2001

Low-Complexity Context-Based Motion Compensation For Vlbr Video Encoding.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000
Reconstruction of missing or occluded contour segments using Bezier interpolations.
Signal Process., 2000

Efficient labeling procedures for image partition encoding.
Signal Process., 2000

DCT information recovery of erroneous image blocks by a neural predictor.
IEEE J. Sel. Areas Commun., 2000

Post-processing for Real-Time Quality Enhancement of MPEG-Coded Video Sequences.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Low-Complexity Post-Processing for Artifact Reduction in Block-DCT Based Video Coding.
Proceedings of the 2000 International Conference on Image Processing, 2000

A novel temporal concealment approach using a mesh-based motion compensation scheme.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Error concealment in video transmission over packet networks by a sketch-based approach.
Signal Process. Image Commun., 1999

A Novel Approach to Error Recovery in the Transmission of Transform Coded Pictures.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
High Performance Hierarchical Block-based Motion Estimation for Real-Time Video Coding.
Real Time Imaging, 1998

A mesh-interpolation scheme for very-low bitrate coding of video sequences.
Eur. Trans. Telecommun., 1998

Concealment of Visual Effects of Image Transmission Errors by a Sketch-based Recovery Approach.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Lossless Shape Coding using the Four Colors Theorem.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Compression algorithms for classification of remotely sensed images.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Multimedia information broadcasting using digital TV channels.
IEEE Trans. Broadcast., 1997

Multimedia information broadcasting using digital TV channels.
IEEE Trans. Broadcast., 1997

Edge detection by point classification of Canny filtered images.
Signal Process., 1997

1996
DCRVQ: a new strategy for efficient entropy coding of vector-quantized images.
IEEE Trans. Commun., 1996

Rank-Order Functions for The Fast Detection of Texture Faults.
Int. J. Pattern Recognit. Artif. Intell., 1996

ANN-driven edge point selection criterion.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Cork pores and defects detection by morphological image analysis.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Polynomial approximation and vector quantization: a region-based integration.
IEEE Trans. Commun., 1995

Spectral and rank order approaches to texture analysis.
Eur. Trans. Telecommun., 1995

Hierarchical block matching for disparity estimation in stereo sequences.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Disparity Estimation for Stereo Sequences Based on Adaptive Size Hierarchical Block Matching.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1994
Adaptive Image Sampling and Interpolation for Data Compression.
J. Vis. Commun. Image Represent., 1994

Adaptive 3D Interpolation and Two-Source Video Coding.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A novel tree-structured video coder.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Data Compression for Image Archiving Applications.
Eur. Trans. Telecommun., 1993

A spline-like scheme for least-squares bilinear interpolations of images.
Proceedings of the IEEE International Conference on Acoustics, 1993

An edge-based splitting criterion for adaptive transform coding.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Adaptive DCT for image-data compression.
Eur. Trans. Telecommun., 1992

Interpretation of underwater scene data acquired by a 3-D acoustic camera.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Segmentation-based hybrid-coding of color images.
Proceedings of the 1991 International Conference on Acoustics, 1991


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