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ORCIDICPR 2020: Virtual Event / Milano, Italy - Workshops
- Alberto Del Bimbo
, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VII. Lecture Notes in Computer Science 12667, Springer 2021, ISBN 978-3-030-68786-1
PATCAST - International Workshop on Pattern Forecasting
- Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki:
Adaptive Future Frame Prediction with Ensemble Network. 5-19 - Takato Yasuno, Akira Ishii, Masazumi Amakata:
Rain-Code Fusion: Code-to-Code ConvLSTM Forecasting Spatiotemporal Precipitation. 20-34
PATRECH2020 - II International Workshop on Pattern Recognition for Cultural Heritage
- Cecilia Ostertag, Marie Beurton-Aimar:
Using Graph Neural Networks to Reconstruct Ancient Documents. 39-53 - Chairi Kiourt, Vasilis Evangelidis:
AnCoins: Image-Based Automated Identification of Ancient Coins Through Transfer Learning Approaches. 54-67 - Simon Brenner, Robert Sablatnig:
Subjective Assessments of Legibility in Ancient Manuscript Images - The SALAMI Dataset. 68-82 - Tomislav Pribanic, David Bojanic, Kristijan Bartol, Tomislav Petkovic:
Can OpenPose Be Used as a 3D Registration Method for 3D Scans of Cultural Heritage Artifacts. 83-96 - Kazuya Ueki, Tomoka Kojima:
Survey on Deep Learning-Based Kuzushiji Recognition. 97-111 - Piercarlo Dondi, Luca Lombardi, Marco Malagodi, Maurizio Licchelli:
Stylistic Classification of Historical Violins: A Deep Learning Approach. 112-125 - Berat Kurar Barakat, Ahmad Droby, Reem Alaasam, Boraq Madi, Irina Rabaev, Jihad El-Sana:
Text Line Extraction Using Fully Convolutional Network and Energy Minimization. 126-140 - Dimitris Arabadjis, Constantin Papaodysseus, Athanasios Rafail Mamatsis, Eirini Mamatsi:
Handwriting Classification of Byzantine Codices via Geometric Transformations Induced by Curvature Deformations. 141-155 - Parth Sarthi Pandey, Vinodh Rajan, H. Siegfried Stiehl, Michael Kohs:
Visual Programming-Based Interactive Analysis of Ancient Documents: The Case of Magical Signs in Jewish Manuscripts. 156-170 - Giorgos Sfikas, Angelos P. Giotis, George Retsinas, Christophoros Nikou:
Quaternion Generative Adversarial Networks for Inscription Detection in Byzantine Monuments. 171-184 - Cindy Roullet, David Fredrick, John Gauch, Rhodora G. Vennarucci, William Loder:
Transfer Learning Methods for Extracting, Classifying and Searching Large Collections of Historical Images and Their Captions. 185-199 - Di Bai, David W. Messinger, David Howell:
Deep Learning Spatial-Spectral Processing of Hyperspectral Images for Pigment Mapping of Cultural Heritage Artifacts. 200-214 - Giovanni Gallo, Francesca Buscemi, Michele Ferro, Marianna Figuera, Paolo Marco Riela:
Abstracting Stone Walls for Visualization and Analysis. 215-222 - Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Isabelle Marthot-Santaniello, Alessandra Scotto di Freca:
PapyRow: A Dataset of Row Images from Ancient Greek Papyri for Writers Identification. 223-234 - Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud:
Stone-by-Stone Segmentation for Monitoring Large Historical Monuments Using Deep Neural Networks. 235-248 - Kleopatra Markou, Lazaros T. Tsochatzidis, Konstantinos Zagoris, Alexandros Papazoglou, Xenofon Karagiannis, Symeon Symeonidis, Ioannis Pratikakis:
A Convolutional Recurrent Neural Network for the Handwritten Text Recognition of Historical Greek Manuscripts. 249-262 - Aufaclav Zatu Kusuma Frisky, Andi Putranto, Sebastian Zambanini, Robert Sablatnig:
MCCNet: Multi-Color Cascade Network with Weight Transfer for Single Image Depth Prediction on Outdoor Relief Images. 263-278 - Milad Omrani Tamrin, Mohamed Cheriet:
Simultaneous Detection of Regular Patterns in Ancient Manuscripts Using GAN-Based Deep Unsupervised Segmentation. 279-291 - Milad Omrani Tamrin, Mohammed El-Amine Ech-Cherif, Mohamed Cheriet:
A Two-Stage Unsupervised Deep Learning Framework for Degradation Removal in Ancient Documents. 292-303 - Mario Casillo, Dajana Conte, Marco Lombardi, Domenico Santaniello, Carmine Valentino:
Recommender System for Digital Storytelling: A Novel Approach to Enhance Cultural Heritage. 304-317 - Fabio Clarizia, Massimo De Santo, Marco Lombardi, Rosalba Mosca, Domenico Santaniello:
A Contextual Approach for Coastal Tourism and Cultural Heritage Enhancing. 318-325 - Miguel Domingo, Francisco Casacuberta:
A Comparison of Character-Based Neural Machine Translations Techniques Applied to Spelling Normalization. 326-338 - Arash Samari, Andrew Piper, Alison Hedley, Mohamed Cheriet:
Weakly Supervised Bounding Box Extraction for Unlabeled Data in Table Detection. 339-352 - Davide Tanasi, Stephan Hassam, Kaitlyn Kingsland:
Underground Archaeology: Photogrammetry and Terrestrial Laser Scanning of the Hypogeum of Crispia Salvia (Marsala, Italy). 353-367
PRAConBE - Pattern Recognition and Automation in Construction and the Built Environment
- John Kufuor, Dibya D. Mohanty, Enrique Valero, Frédéric Bosché:
Automatic MEP Component Detection with Deep Learning. 373-388 - Parth Bhadaniya, Varun Kumar Reja, Koshy Varghese:
Mixed Reality-Based Dataset Generation for Learning-Based Scan-to-BIM. 389-403 - Georgios Chantziaras, Andreas Triantafyllidis, Aristotelis Papaprodromou, Ioannis Chatzikonstantinou, Dimitrios Giakoumis, Athanasios Tsakiris, Konstantinos Votis, Dimitrios Tzovaras:
An Augmented Reality-Based Remote Collaboration Platform for Worker Assistance. 404-416 - George Pavlidis, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Demand Flexibility Estimation Based on Habitual Behaviour and Motif Detection. 417-431 - Kosmas Tsiakas, Ioannis Kostavelis, Dimitrios Giakoumis, Dimitrios Tzovaras:
Road Tracking in Semi-structured Environments Using Spatial Distribution of Lidar Data. 432-445 - Roland Kajatin, Lazaros Nalpantidis:
Image Segmentation of Bricks in Masonry Wall Using a Fusion of Machine Learning Algorithms. 446-461 - Antigoni Panagiotopoulou, Lazaros Grammatikopoulos, Georgia Kalousi, Eleni Charou:
Sentinel-2 and SPOT-7 Images in Machine Learning Frameworks for Super-Resolution. 462-476 - Victor Megir, Giorgos Sfikas, Athanasios Mekras, Christophoros Nikou, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Salient Object Detection with Pretrained Deeplab and k-Means: Application to UAV-Captured Building Imagery. 477-489 - Upinder Kaur, Praveen Abbaraju, Harrison McCarty, Richard M. Voyles:
Clutter Slices Approach for Identification-on-the-Fly of Indoor Spaces. 490-499
PRRS 2020 - 11th IAPR Workshop on Pattern Recognition in Remote Sensing
- Michael Kölle, Volker Walter, Stefan Schmohl, Uwe Soergel:
Remembering Both the Machine and the Crowd When Sampling Points: Active Learning for Semantic Segmentation of ALS Point Clouds. 505-520 - Stefan Schmohl, Michael Kölle, Rudolf Frolow, Uwe Soergel:
Towards Urban Tree Recognition in Airborne Point Clouds with Deep 3D Single-Shot Detectors. 521-535 - Giannis Ashiotis, James Oldfield, Charalambos Chrysostomou, Theodoros Christoudias, Mihalis A. Nicolaou:
Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views. 536-549 - Robin Jarry, Marc Chaumont, Laure Berti-Équille, Gérard Subsol:
Assessment of CNN-Based Methods for Poverty Estimation from Satellite Images. 550-565 - Pavel G. Serafimovich, Alexey P. Dzyuba, Artem V. Nikonorov, Nikolay L. Kazanskiy:
Using a Binary Diffractive Optical Element to Increase the Imaging System Depth of Field in UAV Remote Sensing Tasks. 566-577 - Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia:
Self-supervised Pre-training Enhances Change Detection in Sentinel-2 Imagery. 578-590 - Wei Yao, Anastasia Moumtzidou, Corneliu Octavian Dumitru, Stelios Andreadis, Ilias Gialampoukidis, Stefanos Vrochidis, Mihai Datcu, Ioannis Kompatsiaris:
Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval. 591-606
RISS 2020 - International Workshop on Research and Innovation for Secure Societies
- Giuseppe Vella, Anastasios Dimou, David Gutiérrez-Pérez, Daniele Toti, Tommaso Nicoletti, Ernesto La Mattina, Francesco Grassi, Andrea Ciapetti, Michael McElligott, Nauman Shahid, Petros Daras:
SURVANT: An Innovative Semantics-Based Surveillance Video Archives Investigation Assistant. 611-626 - Mina Schütz, Alexander Schindler, Melanie Siegel, Kawa Nazemi:
Automatic Fake News Detection with Pre-trained Transformer Models. 627-641 - Oliviu Matei, Rudolf Erdei, Alexandru Moga, Robert Heb:
A Serverless Architecture for a Wearable Face Recognition Application. 642-655 - Marco Wallner, Daniel Steininger, Verena Widhalm, Matthias Schörghuber, Csaba Beleznai:
RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety. 656-671 - Carlo Sansone, Giancarlo Sperlì:
A Survey About the Cyberbullying Problem on Social Media by Using Machine Learning Approaches. 672-682
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