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21st ICIAP 2022: Lecce, Italy - Workshops - Part I
- Pier Luigi Mazzeo
, Emanuele Frontoni
, Stan Sclaroff
, Cosimo Distante
:
Image Analysis and Processing. ICIAP 2022 Workshops - ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised Selected Papers, Part I. Lecture Notes in Computer Science 13373, Springer 2022, ISBN 978-3-031-13320-6
GoodBrother Workshop on Visual Intelligence for Active and Assisted Living
- Alicia Montoro-Lendínez
, David Díaz-Jiménez
, José Luis López Ruiz
, Javier Medina Quero
, Macarena Espinilla Estévez
:
Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home. 3-14 - Noelia Vállez
, Jesús Ruiz-Santaquiteria
, Oscar Déniz
, Jeff Hughes
, Scott Robertson, Kreshnik Hoti
, Gloria Bueno
:
Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection. 15-27 - Xavier del Toro García
, Jesús Fernández-Bermejo Ruiz
, Henry A. Llumiguano Solano
, Javier Dorado
, Cristina Bolaños Peño
, Juan Carlos López
:
In-bed Posture and Night Wandering Monitoring Using Force-Sensing Resistors. 28-37 - Aurora Polo Rodríguez
, Alicia Montoro-Lendínez, Macarena Espinilla, Javier Medina Quero:
Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM. 38-48 - María J. Santofimia
, Felix Jesús Villanueva
, Javier Dorado
, Ana Rubio
, Jesús Fernández-Bermejo Ruiz
, Henry A. Llumiguano Solano
, Xavier del Toro
, Nirmalie Wiratunga
, Juan Carlos López
:
MIRATAR: A Virtual Caregiver for Active and Healthy Ageing. 49-58 - Kooshan Hashemifard
, Francisco Flórez-Revuelta
:
From Garment to Skin: The visuAAL Skin Segmentation Dataset. 59-70 - Seymanur Akti, Marwa K. Qaraqe, Hazim Kemal Ekenel:
A Mobile Food Recognition System for Dietary Assessment. 71-81 - Yinchao He, Zeynep Hakguder, Xu Shi:
Smart Diet Management Through Food Image and Cooking Recipe Analysis. 82-93 - Ivo Iliev, Galidiya Petrova
:
An Approach for Improving the Older people's Perception of Video-Based Applications in AAL Systems - Initial Study. 94-101
Parts Can Worth Like the Whole - PART 2022
- Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Spectral Analysis of Masked Signals in the Context of Image Inpainting. 105-114 - Axel De Nardin
, Pankaj Mishra
, Claudio Piciarelli
, Gian Luca Foresti
:
Bringing Attention to Image Anomaly Detection. 115-126
Workshop on Fine Art Pattern Extraction and Recognition - FAPER
- Sinem Aslan
, Giovanna Castellano
, Vincenzo Digeno, Giuseppe Migailo, Raffaele Scaringi, Gennaro Vessio
:
Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings. 129-140 - Anna Maria Zanaboni
, Dario Malchiodi
, Letizia Bonizzoni
, Giulia Ruschioni
:
Classification of Pottery Fragments Described by Concentration of Chemical Elements. 141-151 - Marina Ljubenovic
, Paolo Guzzonato
, Giulia Franceschin
, Arianna Traviglia
:
Blind Deblurring of Hyperspectral Document Images. 152-161 - Nicola Noviello, Remo Pareschi:
MyBottega: An Environment for the Innovative Production and Distribution of Digital Art. 162-173 - Roberto Barbera
, Francesca Condorelli
, Giuseppe Di Gregorio
, Giuseppe Di Piazza, Mariella Farella
, Giosuè Lo Bosco
, Andrey Megvinov, Daniele Pirrone
, Daniele Schicchi
, Antonino Zora
:
A Case Study for the Design and Implementation of Immersive Experiences in Support of Sicilian Cultural Heritage. 174-185 - Gianluca Gualandris, Mattia Savardi
, Alberto Signoroni
, Sergio Benini
:
Automatic Indexing of Virtual Camera Features from Japanese Anime. 186-197 - Theodora Pistola, Nefeli Georgakopoulou
, Alexander V. Shvets
, Konstantinos Chatzistavros, Vasileios-Rafail Xefteris, Alba Táboas García, Ilias Koulalis, Sotiris Diplaris, Leo Wanner, Stefanos Vrochidis, Ioannis Kompatsiaris:
Imageability-Based Multi-modal Analysis of Urban Environments for Architects and Artists. 198-209 - Fabio Bellavia
, Carlo Colombo
, Luca Morelli
, Fabio Remondino
:
Challenges in Image Matching for Cultural Heritage: An Overview and Perspective. 210-222
Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022
- Nicola Mosca
, Gaetano Pernisco, Maria di Summa, Vito Renò
, Massimiliano Nitti, Ettore Stella:
Virtual and Augmented Reality for Quality Control of Aircraft Interiors. 225-234 - Hamza Bayd, Patrice Guyot, Benoit Bardy, Pierre R. L. Slangen:
Automatic Scoring of Synchronization from Fingers Motion Capture and Music Beats. 235-245 - Benoit Faure, Nathan Odic, Olfa Haggui, Baptiste Magnier:
Performance of Recent Tiny/Small YOLO Versions in the Context of Top-View Fisheye Images. 246-257 - Stefano Mutti
, Vito Renò, Massimiliano Nitti, Giovanni Dimauro, Nicola Pedrocchi
:
Cloud-Based Visually Aided Mobile Manipulator Kinematic Parameters Calibration. 258-268 - Angelo Cardellicchio
, Sergio Ruggieri
, Andrea Nettis
, Cosimo Patruno
, Giuseppina Uva
, Vito Renò
:
Deep Learning Approaches for Image-Based Detection and Classification of Structural Defects in Bridges. 269-279 - Michele Brocchini, Marco Mameli, Emanuele Balloni, Laura Della Sciucca, Luca Rossi, Marina Paolanti, Emanuele Frontoni, Primo Zingaretti:
MONstEr: A Deep Learning-Based System for the Automatic Generation of Gaming Assets. 280-290 - Tarek Zenati, Bruno Figliuzzi, Shu Hui Ham:
Surface Oxide Detection and Characterization Using Sparse Unmixing on Hyperspectral Images. 291-302 - Laura Della Sciucca, Marco Mameli, Emanuele Balloni, Luca Rossi, Emanuele Frontoni, Primo Zingaretti, Marina Paolanti:
FakeNED: A Deep Learning Based-System for Fake News Detection from Social Media. 303-313
Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCAD
- Giuseppe Cutaia
, Rosalia Gargano, Roberto Cannella
, Nicoletta Feo, Antonio Greco, Giuseppe Merennino, Nicola Nicastro, Albert Comelli
, Viviana Benfante
, Giuseppe Salvaggio
, Antonio Lo Casto:
Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary Analysis. 317-325 - Luca Zedda, Andrea Loddo
, Cecilia Di Ruberto
:
A Shallow Learning Investigation for COVID-19 Classification. 326-337 - Navdeep Dahiya
, Marina Piccinelli
, Ernest Garcia
, Anthony J. Yezzi
:
Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model. 338-350 - Paolo Giaccone
, Viviana Benfante
, Alessandro Stefano
, Francesco Paolo Cammarata
, Giorgio Russo
, Albert Comelli
:
PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models. 351-361 - Valentina Nepi, Giovanni Pasini
, Fabiano Bini, Franco Marinozzi, Giorgio Russo, Alessandro Stefano
:
MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients. 362-373 - Giovanni Pasini
, Fabiano Bini, Giorgio Russo, Franco Marinozzi, Alessandro Stefano
:
matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation. 374-385 - Simone Valenti, Laura Sparacino, Riccardo Pernice
, Daniele Marinazzo, Hannes Almgren, Albert Comelli
, Luca Faes
:
Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks. 386-397 - Camille Mazzara
, Albert Comelli
, Michele Migliore
:
Place Cell's Computational Model. 398-407 - Anna Maria Pavone, Viviana Benfante
, Alessandro Stefano
, Giuseppe Mamone, Mariapina Milazzo
, Ambra Di Pizza
, Rosalba Parenti
, Luigi Maruzzelli
, Roberto Miraglia
, Albert Comelli
:
Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies. 408-418 - Samuel Bignardi
, Anthony J. Yezzi
, Navdeep Dahiya
, Albert Comelli
, Alessandro Stefano
, Marina Piccinelli
, Ernest Garcia
:
Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation. 419-430 - Ilaria Canfora, Giuseppe Cutaia
, Marco Marcianò, Mauro Calamia, Roberta Faraone, Roberto Cannella
, Viviana Benfante
, Albert Comelli
, Giovanni Guercio, Giuseppe Lo Re, Giuseppe Salvaggio
:
A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics Features. 431-440 - Riccardo Laudicella, Luca Agnello, Albert Comelli
:
Unsupervised Brain Segmentation System Using K-Means and Neural Network. 441-449 - Martina Paccini
, Giuseppe Patanè
, Michela Spagnuolo
:
Combining Image and Geometry Processing Techniques for the Quantitative Analysis of Muscle-Skeletal Diseases. 450-461 - Luca Cairone
, Viviana Benfante
, Samuel Bignardi
, Franco Marinozzi
, Anthony J. Yezzi, Antonino Tuttolomondo
, Giuseppe Salvaggio
, Fabiano Bini
, Albert Comelli
:
Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images. 462-472
Deep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth
- Simone Cammarasana
, Paolo Nicolardi, Giuseppe Patanè
:
Fast Learning Framework for Denoising of Ultrasound 2D Videos and 3D Images. 475-486 - Hafiza Ayesha Hoor Chaudhry
, Riccardo Renzulli
, Daniele Perlo
, Francesca Santinelli, Stefano Tibaldi
, Carmen Cristiano, Marco Grosso
, Attilio Fiandrotti
, Maurizio Lucenteforte
, Davide Cavagnino:
Lung Nodules Segmentation with DeepHealth Toolkit. 487-497 - Daniele Perlo
, Enzo Tartaglione
, Umberto A. Gava
, Federico D'Agata, Edwin Benninck, Mauro Bergui
:
UniToBrain Dataset: A Brain Perfusion Dataset. 498-509 - Anita Giovanetti
, Laura Canalini
, Paolo Perliti Scorzoni
:
A Compact Deep Ensemble for High Quality Skin Lesion Classification. 510-521 - Salvador Carrión, Álvaro López-Chilet, Javier Martínez-Bernia, Joan Coll-Alonso, Daniel Chorro-Juan, Jon Ander Gómez:
Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks. 522-532 - Mohammed H. Alali
, Arman Roohi
, Jitender S. Deogun:
Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images. 533-544 - Mauro Del Rio
, Luca Lianas
, Oskar Aspegren
, Giovanni Busonera
, Francesco Versaci
, Renata Zelic
, Per H. Vincent, Simone Leo
, Andreas Pettersson, Olof Akre
, Luca Pireddu
:
AI Support for Accelerating Histopathological Slide Examinations of Prostate Cancer in Clinical Studies. 545-556 - Salvador Carrión, Álvaro López-Chilet, Javier Martínez-Bernia, Joan Coll-Alonso, Daniel Chorro-Juan, Jon Ander Gómez:
Detection of Pulmonary Conditions Using the DeepHealth Framework. 557-566

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