Table of Contents

• Subject Identification Across Large Expression Variations Using 3D Facial LandmarksSk Rahatul Jannat, Diego Fabiano, Shaun Canavan, Tempestt J. Neal. 5-13 [doi]
• 3D Human Pose Estimation Based on Multi-Input Multi-Output Convolutional Neural Network and Event Cameras: A Proof of Concept on the DHP19 DatasetAlessandro Manilii, Leonardo Lucarelli, Riccardo Rosati, Luca Romeo, Adriano Mancini, Emanuele Frontoni. 14-25 [doi]
• Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action RecognitionJens Bayer, David Münch, Michael Arens. 26-40 [doi]
• A Novel Joint Points and Silhouette-Based Method to Estimate 3D Human Pose and ShapeZhongguo Li, Anders Heyden, Magnus Oskarsson. 41-56 [doi]
• Pose Based Trajectory Forecast of Vulnerable Road Users Using Recurrent Neural NetworksViktor Kress, Stefan Zernetsch, Konrad Doll, Bernhard Sick. 57-71 [doi]
• Towards Generalization of 3D Human Pose Estimation in the WildRenato Baptista, Alexandre Saint, Kassem Al Ismaeil, Djamila Aouada. 72-81 [doi]
• Space-Time Triplet Loss Network for Dynamic 3D Face VerificationAnis Kacem 0001, Hamza Ben Abdesslam, Kseniya Cherenkova, Djamila Aouada. 82-90 [doi]
• Noise Robust Training of Segmentation Model Using Knowledge DistillationGeetank Raipuria, Saikiran Bonthu, Nitin Singhal. 97-104 [doi]
• Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local AnnotationsNiccolò Marini, Sebastian Otálora, Henning Müller, Manfredo Atzori. 105-119 [doi]
• Self-attentive Adversarial Stain NormalizationAman Shrivastava, William Adorno, Yash Sharma, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown. 120-140 [doi]
• Certainty Pooling for Multiple Instance LearningJacob Gildenblat, Ido Ben-Shaul, Zvi Lapp, Eldad Klaiman. 141-153 [doi]
• Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language ProcessingAnjani Dhrangadhariya, Sebastian Otálora, Manfredo Atzori, Henning Müller. 154-166 [doi]
• AI Slipping on Tiles: Data Leakage in Digital PathologyNicole Bussola, Alessia Marcolini, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello. 167-182 [doi]
• Predictive Medicine Using Interpretable Recurrent Neural NetworksAndré Ferreira, Sara C. Madeira, Marta Gromicho, Mamede de Carvalho, Susana Vinga, Alexandra M. Carvalho. 187-202 [doi]
• Automated Detection of Adverse Drug Events from Older Patients' Electronic Medical Records Using Text MiningNicola Colic, Patrick Beeler, Chantal Csajka, Vasiliki Foufi, Frederic Gaspar, Marie-Annick Le Pogam, Angela Lisibach, Christian Lovis, Monika Lutters, Fabio Rinaldi 0001. 203-211 [doi]
• Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray DataMattia Chiari, Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina. 212-226 [doi]
• Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case StudyFrancesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato. 227-242 [doi]
• Multi-model Ensemble to Classify Acute Lymphoblastic Leukemia in Blood Smear ImagesSabrina Dhalla, Ajay Mittal, Savita Gupta, Harleen Singh. 243-253 [doi]
• MIINet: An Image Quality Improvement Framework for Supporting Medical DiagnosisQuan Huu Cap, Hitoshi Iyatomi, Atsushi Fukuda. 254-265 [doi]
• Medical Image Tampering Detection: A New Dataset and BaselineBenjamin Reichman, Longlong Jing, Oguz Akin, Yingli Tian. 266-277 [doi]
• Deep Learning for Human Embryo Classification at the Cleavage Stage (Day 3)Astrid Zeman, Anne-Sofie Maerten, Annemie Mengels, Lie Fong Sharon, Carl Spiessens, Hans P. Op de Beeck. 278-292 [doi]
• Double Encoder-Decoder Networks for Gastrointestinal Polyp SegmentationAdrian Galdran, Gustavo Carneiro, Miguel A. González Ballester. 293-307 [doi]
• A Superpixel-Wise Fully Convolutional Neural Network Approach for Diabetic Foot Ulcer Tissue ClassificationRania Niri, Hassan Douzi, Yves Lucas, Sylvie Treuillet. 308-320 [doi]
• Fully vs. Weakly Supervised Caries Localization in Smartphone Images with CNNsDuc Duy Pham, Jonas Müller, Piush Aggarwal, Amit Khatri, Mayank Sharma, Torsten Zesch, Josef Pauli. 321-336 [doi]
• Organ Segmentation with Recursive Data Augmentation for Deep ModelsMuhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona. 337-343 [doi]
• Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural NetworksAmirreza Mahbod, Gerald Schaefer, Rupert Ecker, Isabella Ellinger. 344-356 [doi]
• Active Surface for Fully 3D Automatic SegmentationAlbert Comelli, Alessandro Stefano. 357-367 [doi]
• Penalizing Small Errors Using an Adaptive Logarithmic LossChaitanya Kaul, Nick E. Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar. 368-375 [doi]
• Exploiting Saliency in Attention Based Convolutional Neural Network for Classification of Vertical Root FracturesZhenxing Xu, Peng Wan, Gulibire Aihemaiti, Daoqiang Zhang. 376-388 [doi]
• UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan ImagesRossana Buongiorno, Danila Germanese, Chiara Romei, Laura Tavanti, Annalisa De Liperi, Sara Colantonio. 389-405 [doi]
• Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin LesionsAlessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic. 406-416 [doi]
• Deep Learning Based Segmentation of Breast Lesions in DCE-MRIRoa'a Khaled, Joel Vidal, Robert Martí. 417-430 [doi]
• Fall Detection and Recognition from Egocentric Visual Data: A Case StudyXueyi Wang, Estefanía Talavera, Dimka Karastoyanova, George Azzopardi. 431-443 [doi]
• Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical InstrumentsMert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll. 444-460 [doi]
• Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine SurgeryFrancesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia. 461-475 [doi]
• Towards Stroke Patients' Upper-Limb Automatic Motor Assessment Using SmartwatchesAsma Bensalah, Jialuo Chen, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós 0001, Miguel Ángel Ferrer. 476-489 [doi]
• Multimodal Detection of Tonic-Clonic Seizures Based on 3D Acceleration and Heart Rate Data from an In-Ear SensorJasmin Henze, Salima Houta, Rainer Surges, Johannes Kreuzer, Pinar Bisgin. 490-502 [doi]
• Deep Learning Detection of Cardiac Akinesis in EchocardiogramsAlessandro Bitetto, Elena Bianchi, Piercarlo Dondi, Luca Bianchi, Janos Tolgyesi, Diego Ferri, Luca Lombardi, Paola Cerchiello, Azzurra Marceca, Alberto Barosi. 503-514 [doi]
• Prediction of Minimally Conscious State Responder Patients to Non-invasive Brain Stimulation Using Machine Learning AlgorithmsAndrés Rojas, Eleni Kroupi, Géraldine Martens, Aurore Thibaut, Alice Barra, Steven Laureys, Giulio Ruffini, Aureli Soria-Frisch. 515-525 [doi]
• Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery ClassificationAlessandro Bria, Claudio Marrocco, Francesco Tortorella. 526-535 [doi]
• An Analysis of Tasks and Features for Neuro-Degenerative Disease Assessment by HandwritingVincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo. 536-545 [doi]
• A Comparative Study on Autism Spectrum Disorder Detection via 3D Convolutional Neural NetworksKaijie Zhang, Wei Wang, Yijun Guo, Caifeng Shan, Liang Wang. 546-558 [doi]
• A Multi Classifier Approach for Supporting Alzheimer's Diagnosis Based on Handwriting AnalysisGiuseppe De Gregorio, Domenico Desiato, Angelo Marcelli, Giuseppe Polese. 559-574 [doi]
• A Lightweight Spatial Attention Module with Adaptive Receptive Fields in 3D Convolutional Neural Network for Alzheimer's Disease ClassificationFei Yu, Baoqi Zhao, Qingqing Ge, Zhijie Zhang, Junmei Sun, Xiumei Li. 575-586 [doi]
• Handwriting-Based Classifier Combination for Cognitive Impairment PredictionNicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca. 587-599 [doi]
• WaveTF: A Fast 2D Wavelet Transform for Machine Learning in KerasFrancesco Versaci. 605-618 [doi]
• Convergence Dynamics of Generative Adversarial Networks: The Dual Metric FlowsGabriel Turinici. 619-634 [doi]
• Biomedical Named Entity Recognition at ScaleVeysel Kocaman, David Talby. 635-646 [doi]
• PyraD-DCNN: A Fully Convolutional Neural Network to Replace BLSTM in Offline Text Recognition SystemsJonathan Jouanne, Quentin Dauchy, Ahmad-Montaser Awal. 647-661 [doi]
• 2 Pseudo-NormAnthony Berthelier, Yongzhe Yan, Thierry Chateau, Christophe Blanc, Stefan Duffner, Christophe Garcia. 662-676 [doi]
• Multi-node Training for StyleGAN2Niki A. Loppi, Tuomas Kynkäänniemi. 677-684 [doi]
• Flow R-CNN: Flow-Enhanced Object DetectionAthanasios Psaltis, Anastasios Dimou, Federico Alvarez, Petros Daras. 685-700 [doi]
• Compressed Video Action Recognition Using Motion Vector RepresentationChenghui Zhou, Xiaolei Chen, Pei Sun, Guanwen Zhang, Wei Zhou. 701-713 [doi]
• Introducing Region Pooling LearningJesus Adan Cruz Vargas, Julio Zamora-Esquivel, Omesh Tickoo. 714-724 [doi]
• Second Order Bifurcating Methodology for Neural Network Training and Topology OptimizationJulio Zamora-Esquivel, Jesus Adan Cruz Vargas, Omesh Tickoo. 725-738 [doi]