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ORCID21st 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 Llumiguano, 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 Llumiguano, 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, Benoît G. 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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