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ICPR 2020: Virtual Event / Milano, Italy - Workshops
- Alberto Del Bimbo
, Rita Cucchiara
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12661, Springer 2021, ISBN 978-3-030-68762-5
3DHU 2020 - 3D Human Understanding
- Sk Rahatul Jannat, Diego Fabiano, Shaun J. Canavan, Tempestt J. Neal
Subject Identification Across Large Expression Variations Using 3D Facial Landmarks. 5-13 - Alessandro Manilii, Leonardo Lucarelli, Riccardo Rosati
3D Human Pose Estimation Based on Multi-Input Multi-Output Convolutional Neural Network and Event Cameras: A Proof of Concept on the DHP19 Dataset. 14-25 - Jens Bayer
Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition. 26-40 - Zhongguo Li, Anders Heyden, Magnus Oskarsson
A Novel Joint Points and Silhouette-Based Method to Estimate 3D Human Pose and Shape. 41-56 - Viktor Kress, Stefan Zernetsch, Konrad Doll, Bernhard Sick:
Pose Based Trajectory Forecast of Vulnerable Road Users Using Recurrent Neural Networks. 57-71 - Renato Baptista
Towards Generalization of 3D Human Pose Estimation in the Wild. 72-81 - Anis Kacem
Space-Time Triplet Loss Network for Dynamic 3D Face Verification. 82-90
AIDP - Artificial Intelligence for Digital Pathology
- Geetank Raipuria, Saikiran Bonthu, Nitin Singhal:
Noise Robust Training of Segmentation Model Using Knowledge Distillation. 97-104 - Niccolò Marini, Sebastian Otálora, Henning Müller
Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations. 105-119 - Aman Shrivastava, William Adorno, Yash Sharma, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly
Self-attentive Adversarial Stain Normalization. 120-140 - Jacob Gildenblat, Ido Ben-Shaul, Zvi Lapp, Eldad Klaiman:
Certainty Pooling for Multiple Instance Learning. 141-153 - Anjani Dhrangadhariya
Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language Processing. 154-166 - Nicole Bussola, Alessia Marcolini, Valerio Maggio
AI Slipping on Tiles: Data Leakage in Digital Pathology. 167-182
AIHA 2020 - International Workshop on Artificial Intelligence for Healthcare Applications
- André Ferreira
Predictive Medicine Using Interpretable Recurrent Neural Networks. 187-202 - Nicola Colic
Automated Detection of Adverse Drug Events from Older Patients' Electronic Medical Records Using Text Mining. 203-211 - Mattia Chiari
Length of Stay Prediction for Northern Italy COVID-19 Patients Based on Lab Tests and X-Ray Data. 212-226 - Francesco Rundo, Giuseppe Luigi Banna
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study. 227-242 - Sabrina Dhalla, Ajay Mittal, Savita Gupta, Harleen Singh:
Multi-model Ensemble to Classify Acute Lymphoblastic Leukemia in Blood Smear Images. 243-253 - Quan Huu Cap, Hitoshi Iyatomi, Atsushi Fukuda:
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis. 254-265 - Benjamin Reichman, Longlong Jing, Oguz Akin, Yingli Tian
Medical Image Tampering Detection: A New Dataset and Baseline. 266-277 - Astrid Zeman
Deep Learning for Human Embryo Classification at the Cleavage Stage (Day 3). 278-292 - Adrian Galdran
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation. 293-307 - Rania Niri
A Superpixel-Wise Fully Convolutional Neural Network Approach for Diabetic Foot Ulcer Tissue Classification. 308-320 - Duc Duy Pham, Jonas Müller, Piush Aggarwal, Amit Khatri, Mayank Sharma, Torsten Zesch, Josef Pauli:
Fully vs. Weakly Supervised Caries Localization in Smartphone Images with CNNs. 321-336 - Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona
Organ Segmentation with Recursive Data Augmentation for Deep Models. 337-343 - Amirreza Mahbod
Pollen Grain Microscopic Image Classification Using an Ensemble of Fine-Tuned Deep Convolutional Neural Networks. 344-356 - Albert Comelli
Active Surface for Fully 3D Automatic Segmentation. 357-367 - Chaitanya Kaul
Penalizing Small Errors Using an Adaptive Logarithmic Loss. 368-375 - Zhenxing Xu, Peng Wan, Gulibire Aihemaiti, Daoqiang Zhang:
Exploiting Saliency in Attention Based Convolutional Neural Network for Classification of Vertical Root Fractures. 376-388 - Rossana Buongiorno
UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images. 389-405 - Alessio Gallucci
Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions. 406-416 - Roa'a Khaled
Deep Learning Based Segmentation of Breast Lesions in DCE-MRI. 417-430 - Xueyi Wang
Fall Detection and Recognition from Egocentric Visual Data: A Case Study. 431-443 - Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll:
Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments. 444-460 - Francesca Pia Villani
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery. 461-475 - Asma Bensalah
Towards Stroke Patients' Upper-Limb Automatic Motor Assessment Using Smartwatches. 476-489 - Jasmin Henze, Salima Houta
Multimodal Detection of Tonic-Clonic Seizures Based on 3D Acceleration and Heart Rate Data from an In-Ear Sensor. 490-502 - Alessandro Bitetto
Deep Learning Detection of Cardiac Akinesis in Echocardiograms. 503-514 - Andrés Rojas, Eleni Kroupi, Géraldine Martens
Prediction of Minimally Conscious State Responder Patients to Non-invasive Brain Stimulation Using Machine Learning Algorithms. 515-525 - Alessandro Bria
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. 526-535 - Vincenzo Dentamaro
An Analysis of Tasks and Features for Neuro-Degenerative Disease Assessment by Handwriting. 536-545 - Kaijie Zhang
A Comparative Study on Autism Spectrum Disorder Detection via 3D Convolutional Neural Networks. 546-558 - Giuseppe De Gregorio
A Multi Classifier Approach for Supporting Alzheimer's Diagnosis Based on Handwriting Analysis. 559-574 - Fei Yu, Baoqi Zhao, Qingqing Ge, Zhijie Zhang, Junmei Sun, Xiumei Li:
A Lightweight Spatial Attention Module with Adaptive Receptive Fields in 3D Convolutional Neural Network for Alzheimer's Disease Classification. 575-586 - Nicole Dalia Cilia
Handwriting-Based Classifier Combination for Cognitive Impairment Prediction. 587-599
CADL2020 - Workshop on Computational Aspects of Deep Learning
- Francesco Versaci
WaveTF: A Fast 2D Wavelet Transform for Machine Learning in Keras. 605-618 - Gabriel Turinici
Convergence Dynamics of Generative Adversarial Networks: The Dual Metric Flows. 619-634 - Veysel Kocaman, David Talby:
Biomedical Named Entity Recognition at Scale. 635-646 - Jonathan Jouanne, Quentin Dauchy, Ahmad Montaser Awal:
PyraD-DCNN: A Fully Convolutional Neural Network to Replace BLSTM in Offline Text Recognition Systems. 647-661 - Anthony Berthelier, Yongzhe Yan
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm. 662-676 - Niki A. Loppi, Tuomas Kynkäänniemi:
Multi-node Training for StyleGAN2. 677-684 - Athanasios Psaltis
Flow R-CNN: Flow-Enhanced Object Detection. 685-700 - Chenghui Zhou, Xiaolei Chen, Pei Sun, Guanwen Zhang, Wei Zhou:
Compressed Video Action Recognition Using Motion Vector Representation. 701-713 - Jesus Adan Cruz Vargas, Julio Zamora-Esquivel, Omesh Tickoo:
Introducing Region Pooling Learning. 714-724 - Julio Zamora-Esquivel, Jesus Adan Cruz Vargas, Omesh Tickoo:
Second Order Bifurcating Methodology for Neural Network Training and Topology Optimization. 725-738
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