Table of Contents

• A Lightweight Model for Satellite Pose EstimationPierluigi Carcagnì, Marco Leo, Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante. 3-14 [doi]
• Imitation Learning for Autonomous Vehicle Driving: How Does the Representation Matter?Antonio Greco, Leonardo Rundo, Alessia Saggese, Mario Vento, Antonio Vicinanza. 15-26 [doi]
• LessonAble: Leveraging Deep Fakes in MOOC Content CreationCiro Sannino, Michela Gravina, Stefano Marrone 0002, Giuseppe Fiameni, Carlo Sansone. 27-37 [doi]
• An Intelligent Scanning Vehicle for Waste Collection MonitoringGeorg Waltner, Malte Jaschik, Alfred Rinnhofer, Horst Possegger, Horst Bischof. 38-50 [doi]
• Morphological Galaxies Classification According to Hubble-de Vaucouleurs Diagram Using CNNsPier Luigi Mazzeo, Antonio Rizzo, Cosimo Distante. 51-62 [doi]
• Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable DevicesPlácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega. 65-76 [doi]
• Comparison of Different Supervised and Self-supervised Learning Techniques in Skin Disease ClassificationLoris Cino, Pier Luigi Mazzeo, Cosimo Distante. 77-88 [doi]
• Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTAEmilio López-Varela, Jorge Novo, José Ignacio Fernández-Vigo, Francisco Javier Moreno-Morillo, Marcos Ortega. 89-99 [doi]
• Leveraging CycleGAN in Lung CT Sinogram-free Kernel ConversionMichela Gravina, Stefano Marrone 0002, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone. 100-110 [doi]
• Investigating One-Class Classifiers to Diagnose Alzheimer's Disease from HandwritingAntonio Parziale, Antonio Della Cioppa, Angelo Marcelli. 111-123 [doi]
• Learning Unrolling-Based Neural Network for Magnetic Resonance Imaging ReconstructionQiunv Yan, Li Liu, Lanyin Mei. 124-136 [doi]
• Machine Learning to Predict Cognitive Decline of Patients with Alzheimer's Disease Using EEG Markers: A Preliminary StudyFrancesco Fontanella, Sonia Pinelli, Claudio Babiloni, Roberta Lizio, Claudio Del Percio, Susanna Lopez, Giuseppe Noce, Franco Giubilei, Fabrizio Stocchi, Giovanni B. Frisoni, Flavio Nobili, Raffaele Ferri, Tiziana D'Alessandro, Nicole Dalia Cilia, Claudio De Stefano. 137-147 [doi]
• Improving AMD Diagnosis by the Simultaneous Identification of Associated Retinal LesionsJosé Morano, Álvaro S. Hervella, José Rouco, Jorge Novo, José Ignacio Fernández-Vigo, Marcos Ortega. 148-159 [doi]
• Eye Diseases Classification Using Deep LearningPatrycja Haraburda, Lukasz Dabala. 160-172 [doi]
• A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray ImagesCarlo Alberto Barbano, Enzo Tartaglione, Claudio Berzovini, Marco Calandri, Marco Grangetto. 173-184 [doi]
• UniToChest: A Lung Image Dataset for Segmentation of Cancerous Nodules on CT ScansHafiza Ayesha Hoor Chaudhry, Riccardo Renzulli, Daniele Perlo, Francesca Santinelli, Stefano Tibaldi, Carmen Cristiano, Marco Grosso, Giorgio Limerutti, Attilio Fiandrotti, Marco Grangetto, Paolo Fonio. 185-196 [doi]
• Optimized Fusion of CNNs to Diagnose Pulmonary Diseases on Chest X-RaysValerio Guarrasi, Paolo Soda. 197-209 [doi]
• High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial NetworksMateo Gende, Joaquim de Moura, Jorge Novo, Marcos Ortega. 210-220 [doi]
• Real-Time Respiration Monitoring of Neonates from Thermography Images Using Deep LearningSimon Lyra, Ines Groß-Weege, Steffen Leonhardt, Markus J. Lüken. 221-232 [doi]
• Improving Colon Carcinoma Grading by Advanced CNN ModelsMarco Leo, Pierluigi Cacagnì, Luca Signore, Giulio Benincasa, Mikko O. Laukkanen, Cosimo Distante. 233-244 [doi]
• Frame Adaptive Rate Control Scheme for Video Compressive SensingFuma Kimishima, Jian Yang, Thuy Thi Thu Tran, Jinjia Zhou. 247-256 [doi]
• Shot-Based Hybrid Fusion for Movie Genre ClassificationTianyu Bi, Dmitri Jarnikov, Johan Lukkien. 257-269 [doi]
• Landmark-Guided Conditional GANs for Face AgingXin Huang, Minglun Gong. 270-283 [doi]
• Introducing AV1 Codec-Level Video SteganographyLorenzo Catania, Dario Allegra, Oliver Giudice, Filippo Stanco, Sebastiano Battiato. 284-294 [doi]
• Efficient Transfer Learning for Visual Tasks via Continuous Optimization of PromptsJonathan Conder, Josephine Jefferson, Nathan Pages, Khurram Jawed, Alireza Nejati, Mark Sagar. 297-309 [doi]
• Continual Learning with Neuron Activation ImportanceSohee Kim, Seungkyu Lee. 310-321 [doi]
• AD-CGAN: Contrastive Generative Adversarial Network for Anomaly DetectionLaya Rafiee Sevyeri, Thomas Fevens. 322-334 [doi]
• Analyzing EEG Data with Machine and Deep Learning: A BenchmarkDanilo Avola, Marco Cascio, Luigi Cinque, Alessio Fagioli 0001, Gian Luca Foresti, Marco Raoul Marini, Daniele Pannone. 335-345 [doi]
• A Two-Stage U-Net to Estimate the Cultivated Area of PlantationsWalysson Carlos dos Santos Oliveira, Geraldo Braz Junior, Daniel Lima Gomes Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida. 346-357 [doi]
• An Explainable Medical Imaging Framework for Modality Classifications Trained Using Small DatasetsFrancesca Trenta, Sebastiano Battiato, Daniele Ravì. 358-367 [doi]
• Fusion of Periocular Deep Features in a Dual-Input CNN for Biometric RecognitionAndrea F. Abate, Lucia Cimmino, Michele Nappi, Fabio Narducci. 368-378 [doi]
• Improve Convolutional Neural Network Pruning by Maximizing Filter VarietyNathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia. 379-390 [doi]
• Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network ReinitialisationKamil Ksiazek, Przemyslaw Glomb, Michal Romaszewski, Michal Cholewa, Bartosz Grabowski, Krisztián Búza. 391-403 [doi]
• Cluster Centers Provide Good First Labels for Object DetectionGertjan J. Burghouts, Maarten Kruithof, Wyke Huizinga, Klamer Schutte. 404-413 [doi]
• Unsupervised Detection of Dynamic Hand Gestures from Leap Motion DataAndrea D'Eusanio, Stefano Pini, Guido Borghi, Alessandro Simoni, Roberto Vezzani. 414-424 [doi]
• SCAF: Skip-Connections in Auto-encoder for Face Alignment with Few Annotated DataMartin Dornier, Philippe Henri Gosselin, Christian Raymond, Yann Ricquebourg, Bertrand Coüasnon. 425-437 [doi]
• Full Motion Focus: Convolutional Module for Improved Left Ventricle Segmentation Over 4D MRIDaniel Mario de Lima, Catharine V. Graves, Marco A. Gutierrez 0001, Bruno Brandoli, José F. Rodrigues Jr.. 438-450 [doi]
• Super-Resolution of Solar Active Region Patches Using Generative Adversarial NetworksRasha Alshehhi. 451-462 [doi]
• Avoiding Shortcuts in Unpaired Image-to-Image TranslationTomaso Fontanini, Filippo Botti, Massimo Bertozzi, Andrea Prati 0001. 463-475 [doi]
• Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded SystemsKirill Prokofiev, Vladislav Sovrasov. 476-488 [doi]
• Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile ApplicationDanilo Avola, Luigi Cinque, Alessio Fagioli 0001, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone. 489-499 [doi]
• Consistency Regularization for Unsupervised Domain Adaptation in Semantic SegmentationSebastian Scherer, Stephan Brehm, Rainer Lienhart. 500-511 [doi]
• Towards an Efficient Facial Image Compression with Neural NetworksMaria Ausilia Napoli Spatafora, Alessandro Ortis, Sebastiano Battiato. 512-523 [doi]
• Avalanche RL: A Continual Reinforcement Learning LibraryNicolò Lucchesi, Antonio Carta, Vincenzo Lomonaco, Davide Bacciu. 524-535 [doi]
• CVGAN: Image Generation with Capsule Vector-VAERita Pucci, Christian Micheloni, Gian Luca Foresti, Niki Martinel. 536-547 [doi]
• Self-Adaptive Logit Balancing for Deep Learning Robustness in Computer VisionJiefei Wei, Qinggang Meng, Luyan Yao. 548-559 [doi]
• Don't Wait Until the Accident Happens: Few-Shot Classification Framework for Car Accident Inspection in a Real WorldKyung Ho Park, HyunHee Chung. 560-571 [doi]
• Robust Object Detection with Multi-input Multi-output Faster R-CNNSebastian Cygert, Andrzej Czyzewski. 572-583 [doi]
• Multiple Input Branches Shift Graph Convolutional Network with DropEdge for Skeleton-Based Action RecognitionYan Liu, Yuelin Deng, Jinping Su, Ruonan Wang, Chi Li. 584-596 [doi]
• Contrastive Supervised Distillation for Continual Representation LearningTommaso Barletti, Niccolo Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo. 597-609 [doi]
• A Comparison of Deep Learning Methods for Inebriation Recognition in HumansZibusiso Bhango, Dustin van der Haar. 610-620 [doi]
• Enhanced Data-Recalibration: Utilizing Validation Data to Mitigate Instance-Dependent Noise in ClassificationSaeed Bakhshi Germi, Esa Rahtu. 621-632 [doi]
• DMSANet: Dual Multi Scale Attention NetworkAbhinav Sagar. 633-645 [doi]
• Towards Latent Space Optimization of GANs Using Meta-LearningTomaso Fontanini, Claudio Praticò, Andrea Prati 0001. 646-657 [doi]
• Pruning in the Face of AdversariesFlorian Merkle, Maximilian Samsinger, Pascal Schöttle. 658-669 [doi]
• 2VAE: An Explainable Variational Autoencoder Model Based on Online Attentions Preserving Curvatures of RepresentationsMohanad Abukmeil, Stefano Ferrari, Angelo Genovese, Vincenzo Piuri, Fabio Scotti. 670-681 [doi]
• The AIRES-CH Project: Artificial Intelligence for Digital REStoration of Cultural Heritages Using Nuclear Imaging and Multidimensional Adversarial Neural NetworksAlessandro Bombini, Lucio Anderlini, Luca dell'Agnello, Francesco Giaocmini, Chiara Ruberto, Francesco Taccetti. 685-700 [doi]
• Automatic Classification of Fresco Fragments: A Machine and Deep Learning StudyLucia Cascone, Piercarlo Dondi, Luca Lombardi, Fabio Narducci. 701-712 [doi]
• Unsupervised Multi-camera Domain Adaptation for Object Detection in Cultural SitesGiovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella. 713-724 [doi]
• Leveraging Road Area Semantic Segmentation with Auxiliary Steering TaskJyri Maanpää, Iaroslav Melekhov, Josef Taher, Petri Manninen, Juha Hyyppä. 727-738 [doi]
• Embodied Navigation at the Art GalleryRoberto Bigazzi, Federico Landi, Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara. 739-750 [doi]
• Relaxing the Forget Constraints in Open World RecognitionDario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo. 751-763 [doi]
• Memory Guided Road SegmentationPraveen Venkatesh, Rwik Rana, Varun Jain. 764-772 [doi]
• Learning Visual Landmarks for Localization with Minimal SupervisionMuhammad Haris, Mathias Franzius, Ute Bauer-Wersing. 773-786 [doi]