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ORCID19th CAIP 2021: Virtual Event - Part II
- Nicolas Tsapatsoulis
, Andreas Panayides, Theo Theocharides, Andreas Lanitis, Constantinos S. Pattichis, Mario Vento:
Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Virtual Event, September 28-30, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13053, Springer 2021, ISBN 978-3-030-89130-5
Machine Learning
- Ehsaneddin Jalilian, Andreas Uhl:
Deep Learning Based Automated Vickers Hardness Measurement. 3-13 - Nikolaus Korfhage, Markus Mühling, Bernd Freisleben:
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch. 14-23 - Indrajit Kalita, Savvas Karatsiolis, Andreas Kamilaris:
Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning. 24-35 - Mahmoud Jarraya, Maher Marwani, Gianmarco Aversano, Ichraf Lahouli, Sabri Skhiri:
AMI-Class: Towards a Fully Automated Multi-view Image Classifier. 36-45 - Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera:
How Realistic Should Synthetic Images Be for Training Crowd Counting Models? 46-56 - Louisa Kessi, Frank Lebourgeois, Christophe Garcia:
Unsupervised Recognition of the Logical Structure of Business Documents Based on Spatial Relationships. 57-72
Feature Extraction
- Krzysztof Dmitruk, Marcin Denkowski, Pawel Mikolajczak, Emil Benedykciuk:
The Method for Adaptive Material Classification and Pseudo-Coloring of the Baggage X-Ray Images. 75-87 - Vivek Sridhar, Michael Breuß:
Sampling of Non-flat Morphology for Grey Value Images. 88-97 - Baptiste Magnier, Ghulam-Sakhi Shokouh, Binbin Xu, Philippe Montesinos:
A Multi-scale Line Feature Detection Using Second Order Semi-Gaussian Filters. 98-108 - Alberto Jaenal, Francisco-Ángel Moreno-Dueñas, Javier González Jiménez:
Experimental Analysis of Appearance Maps as Descriptor Manifolds Approximations. 109-119 - Fernando Díaz-del-Río, Pablo Sánchez-Cuevas, Helena Molina-Abril, Pedro Real, María José Moron-Fernández:
Building Hierarchical Tree Representations Using Homological-Based Tools. 120-130 - Nicolas Tsapatsoulis, Katerina Diakoumopoulou:
Face Verification in Practice: The Case of Greek Artist Leonidas Arniotis. 131-139
Object Recognition
- Daniel Cores, Víctor M. Brea, Manuel Mucientes:
Spatio-Temporal Object Detection from UAV On-Board Cameras. 143-152 - Ashkan Mansouri Yarahmadi, Michael Breuß:
Automatic Watermeter Reading in Presence of Highly Deformed Digits. 153-163 - Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera:
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. 164-174 - Denise Moussa, Anatol Maier, Franziska Schirrmacher, Christian Riess:
Sequence-Based Recognition of License Plates with Severe Out-of-Distribution Degradations. 175-185 - David Fernández Chaves, José Luis Matez-Bandera, José-Raúl Ruiz-Sarmiento, Javier Monroy, Nicolai Petkov, Javier González Jiménez:
Exploiting Spatio-Temporal Coherence for Video Object Detection in Robotics. 186-196
Face and Gesture
- Jue Bai, Chenglei Peng, Zhaoxu Li, Sidan Du, Yang Li:
A Study of General Data Improvement for Large-Angle Head Pose Estimation. 199-209 - Mukku Nisanth Kartheek, Rapolu Madhuri, Munaga V. N. K. Prasad, Raju Bhukya:
Knight Tour Patterns: Novel Handcrafted Feature Descriptors for Facial Expression Recognition. 210-219 - Thomas Petit, Pierre Letessier, Stefan Duffner, Christophe Garcia:
Exploiting Visual Context to Identify People in TV Programs. 220-230 - Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Moi Hoon Yap:
Foreground-Guided Facial Inpainting with Fidelity Preservation. 231-241 - Wenjing Shi, Marios S. Pattichis, Sylvia Celedón-Pattichis, Carlos López Leiva:
Talking Detection in Collaborative Learning Environments. 242-251 - Phuong Tran, Marios Pattichis, Sylvia Celedón-Pattichis, Carlos López Leiva:
Facial Recognition in Collaborative Learning Videos. 252-261
Guess the Age Contest
- Antonio Greco:
Guess the Age 2021: Age Estimation from Facial Images with Deep Convolutional Neural Networks. 265-274 - Giovanna Castellano, Berardina De Carolis, Nicola Marvulli, Mauro Sciancalepore, Gennaro Vessio:
Real-Time Age Estimation from Facial Images Using YOLO and EfficientNet. 275-284 - Imad Eddine Toubal, Linquan Lyu, Dan Lin, Kannappan Palaniappan:
Single View Facial Age Estimation Using Deep Learning with Cascaded Random Forests. 285-296 - Yu-Hong Lin, Chia-Hao Tang, Zhi-Ting Chen, Gee-Sern Jison Hsu, Md. Shopon, Marina L. Gavrilova:
Age-Style and Alignment Augmentation for Facial Age Estimation. 297-307 - Zenghao Bao, Zichang Tan, Yu Zhu, Jun Wan, Xibo Ma, Zhen Lei, Guodong Guo:
LAE : Long-Tailed Age Estimation. 308-316
Biometrics, Cryptography and Security
- Rahma Abed, Sahbi Bahroun, Ezzeddine Zagrouba:
Toward a Robust Shape and Texture Face Descriptor for Efficient Face Recognition in the Wild. 319-328 - Irina Rabaev, Marina Litvak, Sean Asulin, Or Haim Tabibi:
Automatic Gender Classification from Handwritten Images: A Case Study. 329-339 - Silvia Cascianelli, Marcella Cornia, Lorenzo Baraldi, Maria Ludovica Piazzi, Rosiana Schiuma, Rita Cucchiara:
Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data. 340-350 - Malika Jallouli, Ikbel Sayahi, Anouar Ben Mabrouk, Mohamed Ali Mahjoub, Chokri Ben Amar:
Robust Watermarking Approach for 3D Multiresolution Meshes Based on Multi-wavelet Transform, SHA512 and Turbocodes. 351-360 - Ikbel Sayahi, Malika Jallouli, Anouar Ben Mabrouk, Chokri Ben Amar, Mohamed Ali Mahjoub:
A Spherical Harmonics-LSB-quantification Adaptive Watermarking Approach for 3D Multiresolution Meshes Security. 361-370 - Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha:
Authentication of Vincent van Gogh's Work. 371-380
Segmentation and Image Restoration
- Ioannis Kleitsiotis, Ioannis Mariolis, Dimitrios Giakoumis, Spiridon D. Likothanassis, Dimitrios Tzovaras:
Anisotropic Diffusion-Based Enhancement of Scene Segmentation with Instance Labels. 383-391 - Marina Khoroshiltseva, Ben Vardi, Alessandro Torcinovich, Arianna Traviglia, Ohad Ben-Shahar, Marcello Pelillo:
Jigsaw Puzzle Solving as a Consistent Labeling Problem. 392-402 - Andreas Aakerberg, Anders Skaarup Johansen, Kamal Nasrollahi, Thomas B. Moeslund:
Single-Loss Multi-task Learning For Improving Semantic Segmentation Using Super-Resolution. 403-411 - Sixiang Xu, Damien Muselet, Alain Trémeau:
Deep Fisher Score Representation via Sparse Coding. 412-421 - David Zuñiga-Noël, Francisco Angel Moreno, Javier González Jiménez:
D-LSD: A Distorted Line Segment Detector for Calibrated Images. 422-431 - Vassillen Chizhov, Joachim Weickert:
Efficient Data Optimisation for Harmonic Inpainting with Finite Elements. 432-441
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