Gianluigi Ciocca

109 papers A 1C 4Misc 1Journal 43Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A study on the generalization of DINOv2 features for food recognition tasks: A unified evaluation framework. Intell. Syst. Appl. Simone Bianco, Marco Buzzelli, Gianluigi Ciocca, Flavio Piccoli, Raimondo Schettini
2026	J	`jnl`	Leveraging foundation model DINO-v2 for image complexity estimation. Neural Comput. Appl. Luigi Celona, Gianluigi Ciocca, Raimondo Schettini
2026	J	`jnl`	PyTAGIT: a scalable and interactive human-in-the-loop tool for fast image annotation. Neural Comput. Appl. Flavio Piccoli, Claudio Rota, Rajesh Kumar, Gianluigi Ciocca
2024	—	`conf`	Efficient Deep Learning Methods for Food Localization in Canteen Trays. RTSI Flavio Piccoli, Marco Buzzelli, Davide Marelli, Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
2024	J	`jnl`	Guest Editorial: Special Issue on the British Machine Vision Conference 2022. Int. J. Comput. Vis. Guang Yang, Angelica I. Avilés-Rivero, Yingying Fang, Zhenhua Feng, Gianluigi Ciocca, Yulia Hicks, Constantino Carlos Reyes-Aldasoro
2024	—	`conf`	On the Use of Visual Transformer for Image Complexity Assessment. VISIGRAPP (3): VISAPP Luigi Celona, Gianluigi Ciocca, Raimondo Schettini
2024	—	`conf`	Painter Verification Using Color Palettes: An Exploratory Study. CCIW Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
2024	J	`jnl`	Special issue on content-based image retrieval. Multim. Tools Appl. Gianluigi Ciocca, Raimondo Schettini, Simone Santini, Marco Bertini
2023	J	`jnl`	DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision. J. Imaging Sofia Amarù, Davide Marelli, Gianluigi Ciocca, Raimondo Schettini
2023	—	`conf`	Evaluation of 3D Reconstruction Pipelines Under Varying Imaging Conditions. ICIAP (2) Davide Marelli, Simone Bianco, Gianluigi Ciocca
2022	—	`conf`	A health telemonitoring platform based on data integration from different sources. ICCE-Berlin Gianluigi Ciocca, Paolo Napoletano, Matteo Romanato, Raimondo Schettini
2022	J	`jnl`	A health telemonitoring platform based on data integration from different sources. CoRR Gianluigi Ciocca, Paolo Napoletano, Matteo Romanato, Raimondo Schettini
2022	J	`jnl`	Designing an AI-Based Virtual Try-On Web Application. Sensors Davide Marelli, Simone Bianco, Gianluigi Ciocca
2021	J	`jnl`	A Smart Mirror for Emotion Monitoring in Home Environments. Sensors Simone Bianco, Luigi Celona, Gianluigi Ciocca, Davide Marelli, Paolo Napoletano, Stefano Yu, Raimondo Schettini
2021	J	`jnl`	A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics. Expert Syst. Appl. Luigi Celona, Gianluigi Ciocca, Paolo Napoletano
2021	—	`conf`	Analyzing and Recognizing Food in Constrained and Unconstrained Environments. AIxFood @ ACM Multimedia Marco Buzzelli, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2020	—	`conf`	Analysis of Traditional Italian Food Recipes: Experiments and Results. ICPR Workshops (5) Maria Teresa Artese, Gianluigi Ciocca, Isabella Gagliardi
2020	J	`jnl`	Benchmarking algorithms for food localization and semantic segmentation. Int. J. Mach. Learn. Cybern. Sinem Aslan, Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini
2020	—	`conf`	Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On. ICPR Workshops (2) Davide Marelli, Simone Bianco, Gianluigi Ciocca
2020	—	`conf`	Iconic-Based Retrieval of Grocery Images via Siamese Neural Network. ICPR Workshops (2) Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
2020	—	`conf`	Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images. ICPR Workshops (2) Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
2020	J	`jnl`	Neural architecture search for image saliency fusion. Inf. Fusion Simone Bianco, Marco Buzzelli, Gianluigi Ciocca, Raimondo Schettini
2020	J	`jnl`	State Recognition of Food Images Using Deep Features. IEEE Access Gianluigi Ciocca, Giovanni Micali, Paolo Napoletano
2019	—	`conf`	A Web Application for Glasses Virtual Try-on in 3D Space. ISCT Davide Marelli, Simone Bianco, Gianluigi Ciocca
2019	—	`conf`	Analyzing color harmony of food images. CIC Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Isabella Gagliardi, Maria Teresa Artese
2019	—	`conf`	Autocropping: A Closer Look at Benchmark Datasets. ICIAP (2) Luigi Celona, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2019	—	`conf`	Combining Saliency Estimation Methods. ICIAP (2) Marco Buzzelli, Simone Bianco, Gianluigi Ciocca
2019	—	`conf`	Evaluating CNN-Based Semantic Food Segmentation Across Illuminants. CCIW Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini
2019	—	`conf`	Evaluation of Automatic Image Color Theme Extraction Methods. CCIW Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2018	—	`conf`	A Blender plug-in for comparing Structure from Motion pipelines. ICCE-Berlin Davide Marelli, Simone Bianco, Luigi Celona, Gianluigi Ciocca
2018	—	`conf`	Activity monitoring from RGB input for indoor action recognition systems. ICCE-Berlin Gianluigi Ciocca, Alessio Elmi, Paolo Napoletano, Raimondo Schettini
2018	J	`jnl`	CNN-based features for retrieval and classification of food images. Comput. Vis. Image Underst. Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2018	J	`jnl`	Evaluating the Performance of Structure from Motion Pipelines. J. Imaging Simone Bianco, Gianluigi Ciocca, Davide Marelli
2018	—	`ch.`	Feature Extraction for Content-Based Image Retrieval. Encyclopedia of Database Systems (2nd ed.) Raimondo Schettini, Gianluigi Ciocca, Isabella Gagliardi
2018	—	`conf`	IVLFood-WS: Recognizing food in the wild using Deep Learning. ICCE-Berlin Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2018	—	`conf`	Quality Assessment of JPEG-distorted Face Images: Influence of Affective Content. ICETE (1) Silvia Corchs, Gianluigi Ciocca, Francesca Gasparini
2018	—	`conf`	Semantic Food Segmentation for Automatic Dietary Monitoring. ICCE-Berlin Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini
2018	—	`conf`	Semantic segmentation of food images for automatic dietary monitoring. SIU Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini
2017	—	`conf`	A Complexity-Based Image Analysis to Investigate Interference Between Distortions and Image Contents in Image Quality Assessment. CCIW Gianluigi Ciocca, Silvia Corchs, Francesca Gasparini
2017	J	`jnl`	Combination of Video Change Detection Algorithms by Genetic Programming. IEEE Trans. Evol. Comput. Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
2017	J	`jnl`	Food Recognition: A New Dataset, Experiments, and Results. IEEE J. Biomed. Health Informatics Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2017	—	`conf`	How Far Can You Get by Combining Change Detection Algorithms? ICIAP (1) Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
2017	—	`conf`	Learning CNN-based Features for Retrieval of Food Images. ICIAP Workshops Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2017	—	`conf`	On Comparing Color Spaces for Food Segmentation. ICIAP Workshops Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini
2016	J	`jnl`	CURL: Image Classification using co-training and Unsupervised Representation Learning. Comput. Vis. Image Underst. Simone Bianco, Gianluigi Ciocca, Claudio Cusano
2016	J	`jnl`	Genetic programming approach to evaluate complexity of texture images. J. Electronic Imaging Gianluigi Ciocca, Silvia Corchs, Francesca Gasparini
2015	J	`jnl`	An interactive tool for manual, semi-automatic and automatic video annotation. Comput. Vis. Image Underst. Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2015	J	`jnl`	CURL: Co-trained Unsupervised Representation Learning for Image Classification. CoRR Simone Bianco, Gianluigi Ciocca, Claudio Cusano
2015	—	`conf`	Complexity Perception of Texture Images. ICIAP Workshops Gianluigi Ciocca, Silvia Corchs, Francesca Gasparini
2015	—	`conf`	Does Color Influence Image Complexity Perception? CCIW Gianluigi Ciocca, Silvia Corchs, Francesca Gasparini, Emanuela Bricolo, Riccardo Tebano
2015	—	`conf`	Food Recognition and Leftover Estimation for Daily Diet Monitoring. ICIAP Workshops Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2015	J	`jnl`	How Far Can You Get By Combining Change Detection Algorithms? CoRR Simone Bianco, Gianluigi Ciocca, Raimondo Schettini
2015	J	`jnl`	IAT - Image Annotation Tool: Manual. CoRR Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini
2015	J	`jnl`	Image orientation detection using LBP-based features and logistic regression. Multim. Tools Appl. Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini
2015	J	`jnl`	User Preferences Modeling and Learning for Pleasing Photo Collage Generation. CoRR Simone Bianco, Gianluigi Ciocca
2015	J	`jnl`	User Preferences Modeling and Learning for Pleasing Photo Collage Generation. ACM Trans. Multim. Comput. Commun. Appl. Simone Bianco, Gianluigi Ciocca
2014	J	`jnl`	How to assess image quality within a workflow chain: an overview. Int. J. Digit. Libr. Gianluigi Ciocca, Silvia Corchs, Francesca Gasparini, Raimondo Schettini
2014	—	`conf`	On the use of MKL for cooking action recognition. Image Processing: Machine Vision Applications Simone Bianco, Gianluigi Ciocca, Paolo Napoletano
2014	J	`jnl`	On the use of supervised features for unsupervised image categorization: An evaluation. Comput. Vis. Image Underst. Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini
2014	—	`conf`	Scoring recognizability of faces for security applications. Image Processing: Machine Vision Applications Simone Bianco, Gianluigi Ciocca, Giuseppe Claudio Guarnera, Andrea Scaggiante, Raimondo Schettini
2014	—	`conf`	Video salient event classification using audio features. IMAWM Silvia Corchs, Gianluigi Ciocca, Massimiliano Fiori, Francesca Gasparini
2013	—	`conf`	A semi-automatic annotation tool for cooking video. Image Processing: Machine Vision Applications Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giorgio Gianforme, Giuseppe Pantaleo
2013	—	`conf`	Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool. ICIAP (2) Simone Bianco, Gianluigi Ciocca, Paolo Napoletano, Raimondo Schettini, Roberto Margherita, Gianluca Marini, Giuseppe Pantaleo
2013	J	`jnl`	Erratum to: An innovative algorithm for key frame extraction in video summarization. J. Real Time Image Process. Gianluigi Ciocca, Raimondo Schettini
2012	J	`jnl`	Browsing museum image collections on a multi-touch table. Inf. Syst. Gianluigi Ciocca, Paolo Olivo, Raimondo Schettini
2012	—	`conf`	Prosemantic Image Retrieval. ECCV Workshops (3) Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini
2012	—	`conf`	Searching through photographic databases with QuickLook. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini, Simone Santini, Andrea de Polo, Francesca Tavanti
2011	J	`jnl`	Halfway through the semantic gap: Prosemantic features for image retrieval. Inf. Sci. Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini
2011	—	`conf`	Spatially organized visualization of image query results. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini
2010	J	`jnl`	Automatic color constancy algorithm selection and combination. Pattern Recognit. Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini
2010	—	`conf`	Image orientation detection using low-level features and faces. Digital Photography Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini
2010	—	`conf`	Multiple image thumbnailing. Digital Photography Gianluigi Ciocca, Raimondo Schettini
2009	—	`conf`	Color Constancy Algorithm Selection Using CART. CCIW Simone Bianco, Gianluigi Ciocca, Claudio Cusano
2009	—	`ch.`	Feature Extraction for Content-Based Image Retrieval. Encyclopedia of Database Systems Raimondo Schettini, Gianluigi Ciocca, Isabella Gagliardi
2009	—	`conf`	Prosemantic Features for Content-Based Image Retrieval. Adaptive Multimedia Retrieval Gianluigi Ciocca, Claudio Cusano, Simone Santini, Raimondo Schettini
2008	—	`conf`	Classification-Based Color Constancy. VISUAL Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini
2008	J	`jnl`	Improving Color Constancy Using Indoor-Outdoor Image Classification. IEEE Trans. Image Process. Simone Bianco, Gianluigi Ciocca, Claudio Cusano, Raimondo Schettini
2008	—	`conf`	Toward a Unified Model for Information Quality. QDB/MUD Carlo Batini, Daniele Barone, Federico Cabitza, Gianluigi Ciocca, Fabrizio Marini, Gabriella Pasi, Raimondo Schettini
2007	—	`conf`	Content Aware Image Enhancement. AI*IA Gianluigi Ciocca, Claudio Cusano, Francesca Gasparini, Raimondo Schettini
2007	A	`conf`	Hierarchical Browsing of Video Key Frames. ECIR Gianluigi Ciocca, Raimondo Schettini
2007	—	`conf`	Integrating imaging and vision for content-specific image enhancement. VISAPP (2) Gianluigi Ciocca, Claudio Cusano, Francesca Gasparini, Raimondo Schettini
2007	J	`jnl`	Self-Adaptive Image Cropping for Small Displays. IEEE Trans. Consumer Electron. Gianluigi Ciocca, Claudio Cusano, Francesca Gasparini, Raimondo Schettini
2007	—	`conf`	Smart Photo Sticking. Adaptive Multimedia Retrieval Sebastiano Battiato, Gianluigi Ciocca, Francesca Gasparini, Giovanni Puglisi, Raimondo Schettini
2006	J	`jnl`	An innovative algorithm for key frame extraction in video summarization. J. Real Time Image Process. Gianluigi Ciocca, Raimondo Schettini
2006	—	`conf`	Dynamic storyboards for video content summarization. Multimedia Information Retrieval Gianluigi Ciocca, Raimondo Schettini
2006	—	`—`	Dynamic visual summaries for video retrieval. Gianluigi Ciocca
2006	J	`jnl`	Supervised and unsupervised classification post-processing for visual video summaries. IEEE Trans. Consumer Electron. Gianluigi Ciocca, Raimondo Schettini
2005	—	`conf`	Unsupervised Color Film Restoration Using Adaptive Color Equalization. VISUAL Alessandro Rizzi, Carlo Gatta, C. Slanzi, Gianluigi Ciocca, Raimondo Schettini
2004	J	`jnl`	Automatic Classification Of Digital Photographs Based On Decision Forests. Int. J. Pattern Recognit. Artif. Intell. Raimondo Schettini, Carla Brambilla, Claudio Cusano, Gianluigi Ciocca
2004	C	`conf`	Video summarization using a neurodynamical model of visual attention. MMSP Silvia Corchs, Gianluigi Ciocca, Raimondo Schettini
2003	C	`conf`	Image retrieval using dynamic spatial chromatic histograms. VCIP Gianluigi Ciocca, Raimondo Schettini
2003	C	`conf`	On the detection of pornographic digital images. VCIP Raimondo Schettini, Carla Brambilla, Claudio Cusano, Gianluigi Ciocca
2003	J	`jnl`	Retinex preprocessing of uncalibrated images for color-based image retrieval. J. Electronic Imaging Gianluigi Ciocca, Daniele Marini, Alessandro Rizzi, Raimondo Schettini, Silvia Zuffi
2002	—	`conf`	A Content-Based Retrieval System with a Customizeable 3D Output Visualizer. 3DPVT Gianluigi Ciocca, Raimondo Schettini
2002	J	`jnl`	A hierarchical classification strategy for digital documents. Pattern Recognit. Raimondo Schettini, Carla Brambilla, Gianluigi Ciocca, Anna Valsasna, Mauro De Ponti
2002	—	`conf`	Image Indexing and Retrieval Using Spatial Chromatic Histograms and Signatures. CGIV Gianluigi Ciocca, Raimondo Schettini, Luigi Cinque
2001	J	`jnl`	Color-based image retrieval using spatial-chromatic histograms. Image Vis. Comput. Luigi Cinque, Gianluigi Ciocca, Stefano Levialdi, A. Pellicanò, Raimondo Schettini
2001	J	`jnl`	Content-based similarity retrieval of trademarks using relevance feedback. Pattern Recognit. Gianluigi Ciocca, Raimondo Schettini
2001	—	`conf`	Interactive Search in Web Catalogues. ICEIS (1) Gianluigi Ciocca, Isabella Gagliardi, Raimondo Schettini, Silvia Zuffi
2001	—	`conf`	Quicklook Storage and Retrieval for Media Databases Gianluigi Ciocca, Isabella Gagliardi, Raimondo Schettini
2001	J	`jnl`	Quicklook2: An Integrated Multimedia System. J. Vis. Lang. Comput. Gianluigi Ciocca, Isabella Gagliardi, Raimondo Schettini
2000	—	`conf`	An Integrated Multimedia System with Learning Capabilities. VISUAL Gianluigi Ciocca, Isabella Gagliardi, Raimondo Schettini, Bruna Zonta
2000	C	`conf`	Interactive visual information retrieval. ISCAS Raimondo Schettini, Gianluigi Ciocca, Isabella Gagliardi
1999	J	`jnl`	A relevance feedback mechanism for content-based image retrieval. Inf. Process. Manag. Gianluigi Ciocca, Raimondo Schettini
1999	—	`conf`	Color Image Classification Using Tree Classifiers. CIC Raimondo Schettini, Carla Brambilla, Gianluigi Ciocca, Mauro De Ponti
1999	—	`conf`	Content-Based Color Image Retrieval with Relevance Feedback. ICIP (3) Raimondo Schettini, Gianluigi Ciocca, Isabella Gagliardi
1999	—	`conf`	Quicklook: A Content-Based Image Retrieval System with Learning Capabilities. ICMCS, Vol. 2 Gianluigi Ciocca, Isabella Gagliardi, Raimondo Schettini
1999	Misc	`conf`	Similarity Retrieval of Trademark Images. ICIAP Gianluigi Ciocca, Raimondo Schettini
1999	—	`conf`	Using a Relevance Feedback Mechanism to Improve Content-Based Image Retrieval. VISUAL Gianluigi Ciocca, Raimondo Schettini