Gianluigi Ciocca

Orcid: 0000-0003-2878-2131

According to our database1, Gianluigi Ciocca authored at least 101 papers between 1999 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Special issue on content-based image retrieval.
Multim. Tools Appl., March, 2024

On the Use of Visual Transformer for Image Complexity Assessment.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision.
J. Imaging, 2023

Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
<i>SfM Flow</i>: A comprehensive toolset for the evaluation of 3D reconstruction pipelines.
SoftwareX, 2022

Designing an AI-Based Virtual Try-On Web Application.
Sensors, 2022

A health telemonitoring platform based on data integration from different sources.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

2021
A Smart Mirror for Emotion Monitoring in Home Environments.
Sensors, 2021

A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics.
Expert Syst. Appl., 2021

Analyzing and Recognizing Food in Constrained and Unconstrained Environments.
Proceedings of the AI & Food'21: Proceedings of the 3rd Workshop on AIxFood, 2021

2020
Benchmarking algorithms for food localization and semantic segmentation.
Int. J. Mach. Learn. Cybern., 2020

Neural architecture search for image saliency fusion.
Inf. Fusion, 2020

State Recognition of Food Images Using Deep Features.
IEEE Access, 2020

Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Iconic-Based Retrieval of Grocery Images via Siamese Neural Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Analysis of Traditional Italian Food Recipes: Experiments and Results.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
A Web Application for Glasses Virtual Try-on in 3D Space.
Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

Analyzing color harmony of food images.
Proceedings of the 27th Color and Imaging Conference, 2019

Autocropping: A Closer Look at Benchmark Datasets.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Combining Saliency Estimation Methods.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Evaluation of Automatic Image Color Theme Extraction Methods.
Proceedings of the Computational Color Imaging - 7th International Workshop, 2019

Evaluating CNN-Based Semantic Food Segmentation Across Illuminants.
Proceedings of the Computational Color Imaging - 7th International Workshop, 2019

2018
Feature Extraction for Content-Based Image Retrieval.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Evaluating the Performance of Structure from Motion Pipelines.
J. Imaging, 2018

CNN-based features for retrieval and classification of food images.
Comput. Vis. Image Underst., 2018

Semantic segmentation of food images for automatic dietary monitoring.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Quality Assessment of JPEG-distorted Face Images: Influence of Affective Content.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

A Blender plug-in for comparing Structure from Motion pipelines.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

IVLFood-WS: Recognizing food in the wild using Deep Learning.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Activity monitoring from RGB input for indoor action recognition systems.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Semantic Food Segmentation for Automatic Dietary Monitoring.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

2017
Food Recognition: A New Dataset, Experiments, and Results.
IEEE J. Biomed. Health Informatics, 2017

Combination of Video Change Detection Algorithms by Genetic Programming.
IEEE Trans. Evol. Comput., 2017

Learning CNN-based Features for Retrieval of Food Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

How Far Can You Get by Combining Change Detection Algorithms?
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

On Comparing Color Spaces for Food Segmentation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

A Complexity-Based Image Analysis to Investigate Interference Between Distortions and Image Contents in Image Quality Assessment.
Proceedings of the Computational Color Imaging - 6th International Workshop, 2017

2016
Genetic programming approach to evaluate complexity of texture images.
J. Electronic Imaging, 2016

CURL: Image Classification using co-training and Unsupervised Representation Learning.
Comput. Vis. Image Underst., 2016

2015
User Preferences Modeling and Learning for Pleasing Photo Collage Generation.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Image orientation detection using LBP-based features and logistic regression.
Multim. Tools Appl., 2015

An interactive tool for manual, semi-automatic and automatic video annotation.
Comput. Vis. Image Underst., 2015

IAT - Image Annotation Tool: Manual.
CoRR, 2015

CURL: Co-trained Unsupervised Representation Learning for Image Classification.
CoRR, 2015

Food Recognition and Leftover Estimation for Daily Diet Monitoring.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Complexity Perception of Texture Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Does Color Influence Image Complexity Perception?
Proceedings of the Computational Color Imaging - 5th International Workshop, 2015

2014
How to assess image quality within a workflow chain: an overview.
Int. J. Digit. Libr., 2014

On the use of supervised features for unsupervised image categorization: An evaluation.
Comput. Vis. Image Underst., 2014

On the use of MKL for cooking action recognition.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

Scoring recognizability of faces for security applications.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

Video salient event classification using audio features.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2014, 2014

2013
Erratum to: An innovative algorithm for key frame extraction in video summarization.
J. Real Time Image Process., 2013

Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A semi-automatic annotation tool for cooking video.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

2012
Browsing museum image collections on a multi-touch table.
Inf. Syst., 2012

Searching through photographic databases with QuickLook.
Proceedings of the Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 2012

Prosemantic Image Retrieval.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
Halfway through the semantic gap: Prosemantic features for image retrieval.
Inf. Sci., 2011

Spatially organized visualization of image query results.
Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011

2010
Automatic color constancy algorithm selection and combination.
Pattern Recognit., 2010

Multiple image thumbnailing.
Proceedings of the Digital Photography VI, 2010

Image orientation detection using low-level features and faces.
Proceedings of the Digital Photography VI, 2010

2009
Feature Extraction for Content-Based Image Retrieval.
Proceedings of the Encyclopedia of Database Systems, 2009

Color Constancy Algorithm Selection Using CART.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

Prosemantic Features for Content-Based Image Retrieval.
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009

2008
Improving Color Constancy Using Indoor-Outdoor Image Classification.
IEEE Trans. Image Process., 2008

Classification-Based Color Constancy.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

Toward a Unified Model for Information Quality.
Proceedings of the International Workshop on Quality in Databases and Management of Uncertain Data, 2008

2007
Self-Adaptive Image Cropping for Small Displays.
IEEE Trans. Consumer Electron., 2007

Integrating imaging and vision for content-specific image enhancement.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Hierarchical Browsing of Video Key Frames.
Proceedings of the Advances in Information Retrieval, 2007

Smart Photo Sticking.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

Content Aware Image Enhancement.
Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006
Dynamic visual summaries for video retrieval.
PhD thesis, 2006

Supervised and unsupervised classification post-processing for visual video summaries.
IEEE Trans. Consumer Electron., 2006

An innovative algorithm for key frame extraction in video summarization.
J. Real Time Image Process., 2006

Dynamic storyboards for video content summarization.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

2005
Unsupervised Color Film Restoration Using Adaptive Color Equalization.
Proceedings of the Visual Information and Information Systems, 2005

2004
Automatic Classification Of Digital Photographs Based On Decision Forests.
Int. J. Pattern Recognit. Artif. Intell., 2004

Video summarization using a neurodynamical model of visual attention.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

2003
Retinex preprocessing of uncalibrated images for color-based image retrieval.
J. Electronic Imaging, 2003

On the detection of pornographic digital images.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Image retrieval using dynamic spatial chromatic histograms.
Proceedings of the Visual Communications and Image Processing 2003, 2003

2002
A hierarchical classification strategy for digital documents.
Pattern Recognit., 2002

Image Indexing and Retrieval Using Spatial Chromatic Histograms and Signatures.
Proceedings of the First European Conference on Colour in Graphics, Imaging, and Vision, 2002

A Content-Based Retrieval System with a Customizeable 3D Output Visualizer.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Quicklook2: An Integrated Multimedia System.
J. Vis. Lang. Comput., 2001

Content-based similarity retrieval of trademarks using relevance feedback.
Pattern Recognit., 2001

Color-based image retrieval using spatial-chromatic histograms.
Image Vis. Comput., 2001

Quicklook<sup>2</sup>: an integrated multimedia system with learning capabilities.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Interactive Search in Web Catalogues.
Proceedings of the ICEIS 2001, 2001

2000
An Integrated Multimedia System with Learning Capabilities.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Interactive visual information retrieval.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

1999
A relevance feedback mechanism for content-based image retrieval.
Inf. Process. Manag., 1999

Using a Relevance Feedback Mechanism to Improve Content-Based Image Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

Color Image Classification Using Tree Classifiers.
Proceedings of the Seventh Color Imaging Conference: Color Science, 1999

Quicklook: A Content-Based Image Retrieval System with Learning Capabilities.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Content-Based Color Image Retrieval with Relevance Feedback.
Proceedings of the 1999 International Conference on Image Processing, 1999

Similarity Retrieval of Trademark Images.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999


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