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ORCIDICPR 2022: Montreal, QC, Canada - Workshops Part III
- Jean-Jacques Rousseau, Bill Kapralos
:
Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges - Montreal, QC, Canada, August 21-25, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13645, Springer 2023, ISBN 978-3-031-37730-3
3rd International Workshop on Pattern Recognition for Cultural Heritage (PatReCH 2022)
- Iyyakutti Iyappan Ganapathi, Sajid Javed, Taimur Hassan, Naoufel Werghi:
Detecting 3D Texture on Cultural Heritage Artifacts. 3-14 - Giuseppe Furnari, Dario Allegra, Anna Maria Gueli, Filippo Stanco:
CIELab Color Measurement Through RGB-D Images. 15-20 - Georgios Triantafyllou, George Dimas, Panagiotis G. Kalozoumis, Dimitris K. Iakovidis:
Reconstruction of Cultural Heritage 3D Models from Sparse Point Clouds Using Implicit Neural Representations. 21-35 - Diego Sinitò, Alessandro Verderame, Carmelo Lombardo, Alessandro Treffiletti, Maura Fugazzotto, Dario Allegra, Vito Santarcangelo, Filippo Stanco, Germana Barone:
A Simulator for Minero-Petrographic and Chemical Research Instruments. 36-49 - Madeleine Kraft, Kaitlyn Kingsland, Stephan Hassam, Paolino Trapani, Davide Tanasi:
Virtualization of the Chiurazzi Sculpture Collection at the John and Mable Ringling Museum of Art (Sarasota, Florida). 50-63 - María Alfaro-Contreras, Jose J. Valero-Mas, José M. Iñesta, Jorge Calvo-Zaragoza:
Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study. 64-77 - Phongtharin Vinayavekhin, Vorapong Suppakitpaisarn, Philippe Codognet, Torahiko Terada, Atsushi Miura:
Learning Similarity for Discovering Inspirations of Western Arts in Japanese Culture. 78-92 - Antonio Ríos-Vila, María Alfaro-Contreras, Jose J. Valero-Mas, Jorge Calvo-Zaragoza:
Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor. 93-107 - Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks Using CraquelureNet. 108-121 - Angela Costello, Kaitlyn Kingsland, Bernice Jones, Davide Tanasi:
Virtualization and 3D Visualization of Historical Costume Replicas: Accessibility, Inclusivity, Virtuality. 122-130 - Davide Tanasi, Stephan Hassam, Dario Calderone, Paolino Trapani, Nicola Lercari, Gerardo Jiménez Delgado, Rosa Lanteri:
Datafication of an Ancient Greek City: Multi-sensorial Remote Sensing of Heloros (Sicily). 131-141 - Hebatallah A. Mohamed Hassan, Sebastiano Vascon, Feliks Hibraj, Stuart James, Diego Pilutti, Alessio Del Bue, Marcello Pelillo:
Geolocation of Cultural Heritage Using Multi-view Knowledge Graph Embedding. 142-154 - Yahya Ibrahim, Péter Szulovszky, Csaba Benedek:
Masonry Structure Analysis, Completion and Style Transfer Using a Deep Neural Network. 155-168
2nd Workshop on Explainable and Ethical AI (XAIE 2022)
- Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset:
PARTICUL: Part Identification with Confidence Measure Using Unsupervised Learning. 173-187 - Pierre Dardouillet, Alexandre Benoît, Emna Amri, Philippe Bolon, Dominique Dubucq, Anthony Credoz:
Explainability of Image Semantic Segmentation Through SHAP Values. 188-202 - Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi:
Motif-Guided Time Series Counterfactual Explanations. 203-215 - Tristan Gomez, Thomas Fréour, Harold Mouchère:
Comparison of Attention Models and Post-hoc Explanation Methods for Embryo Stage Identification: A Case Study. 216-230 - Korlan Rysbayeva, Romain Giot, Nicholas Journet:
Graph-Based Analysis of Hierarchical Embedding Generated by Deep Neural Network. 231-245 - Courtney Ford, Mark T. Keane:
Explaining Classifications to Non-experts: An XAI User Study of Post-Hoc Explanations for a Classifier When People Lack Expertise. 246-260 - Gianluigi Lopardo, Damien Garreau:
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data. 261-268
12th Workshop on Pattern Recognition in Remote Sensing (PRRS)
- Rob Johnson, Soukaïna Filali Boubrahimi, Omar Bahri, Shah Muhammad Hamdi:
Physics-Informed Neural Networks for Solar Wind Prediction. 273-286 - Jean-Christophe Burnel, Luc Courtrai, Sébastien Lefèvre:
Less Labels, More Modalities: A Self-Training Framework to Reuse Pretrained Networks. 287-302 - Qiaoling Chen, Zhihao Chen, Wei Luo:
Feature Transformation for Cross-domain Few-Shot Remote Sensing Scene Classification. 303-316 - Kelsey Kaplan, Chandra Kambhamettu:
A Novel Methodology for High Resolution Sea Ice Motion Estimation. 317-329 - Rohit Venkata Sai Dulam, Kelsey Kaplan, Chandra Kambhamettu:
Deep Learning-Based Sea Ice Lead Detection from WorldView and Sentinel SAR Imagery. 330-342 - Xinwei Chen, Katharine Andrea Scott, David A. Clausi:
Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN. 343-356 - Tianyu Li, Mary L. Comer, Josiane Zerubia:
A Two-Stage Road Segmentation Approach for Remote Sensing Images. 357-370 - Connie Ko, Yeonjeong Jeong, Hyungju Lee, Gunho Sohn:
YUTO Tree5000: A Large-Scale Airborne LiDAR Dataset for Single Tree Detection. 371-385 - Maryam Jameela, Gunho Sohn:
Spatial Layout Consistency for 3D Semantic Segmentation. 386-400
Computer Vision for Analysis of Underwater Imagery (CVAUI)
- Cyril Barrelet, Marc Chaumont, Gérard Subsol, Vincent Creuze, Marc Gouttefarde:
From TrashCan to UNO: Deriving an Underwater Image Dataset to Get a More Consistent and Balanced Version. 403-414 - Matthew Dawkins, Jon Crall, Matthew J. Leotta, Tasha O'Hara, Liese Siemann:
Towards Depth Fusion into Object Detectors for Improved Benthic Species Classification. 415-429 - Orri Steinn Guðfinnsson, Týr Vilhjálmsson, Martin Eineborg, Torfi Thorhallsson:
Automatic Evaluation of Herding Behavior in Towed Fishing Gear Using End-to-End Training of CNN and Attention-Based Networks. 430-444 - Nina S. T. Hirata, Alexandre Morimitsu, Antonio Jose Homsi Goulart:
Separating Particles from Plankton Images. 445-459 - Marc Lalonde, David Landry, Richard Sears:
Automated Blue Whale Photo-Identification Using Local Feature Matching. 460-473 - Joshua Power, Derek Jacoby, Marc-Antoine Drouin, Guillaume Durand, Yvonne Coady, Julian Meng:
Toward Data-Driven Glare Classification and Prediction for Marine Megafauna Survey. 474-488 - Ghulam Sakhi Shokouh, Baptiste Magnier, Binbin Xu, Philippe Montesinos:
Repeatability Evaluation of Keypoint Detection Techniques in Tracking Underwater Video Frames. 489-503 - Divya Velayudhan, Adarsh Ghimire, Jorge Dias, Naoufel Werghi, Sajid Javed:
Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach. 504-515
Understanding and Mitigating Demographic Bias in Biometric Systems (UMDBB)
- Sudipta Banerjee, Aditi Aggarwal, Arun Ross:
Can GAN-Induced Attribute Manipulations Impact Face Recognition? 521-535 - Andrea Bozzitelli, Pia Cavasinni di Benedetto, Maria De Marsico:
Using PGAN to Create Synthetic Face Images to Reduce Bias in Biometric Systems. 536-550 - Sreeraj Ramachandran, Ajita Rattani:
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups. 551-569 - Michael E. Schuckers, Sandip Purnapatra, Kaniz Fatima, Daqing Hou, Stephanie Schuckers:
Statistical Methods for Assessing Differences in False Non-match Rates Across Demographic Groups. 570-581 - Georg Wimmer, Bernhard Prommegger, Andreas Uhl:
Deep Learning Based Age and Gender Recognition Applied to Finger Vein Images. 582-596 - Sumanth Sai Sriram, Emanuela Marasco:
A Novel Time-Series Database of Finger Hypercubes Before and After Hand Sanitization with Demographics. 597-609 - Sudarsini Tekkam Gnanasekar, Olha Shaposhnyk, Illia Yankovyi, Svetlana N. Yanushkevich:
Brief Audit of Post-pandemic Biometrics. 610-626
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