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11th ICPRAM 2022
- Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred:
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2022, Online Streaming, February 3-5, 2022. SCITEPRESS 2022, ISBN 978-989-758-549-4
Invited Speakers
- Mihaela van der Schaar:
Machine Learning for Medicine and Healthcare. ICPRAM 2022: 5 - Krystian Mikolajczyk:
Everything Has Been Done, It Is Our Job to Do It One Better in Image Matching and Localisation. ICPRAM 2022: 7 - Tinne Tuytelaars:
Keep on Learning. ICPRAM 2022: 9 - Nicu Sebe:
Image and Video Generation: A Deep Learning Approach. ICPRAM 2022: 11
Theory and Methods
- Anthony Gillioz, Kaspar Riesen:
Improving Graph Classification by Means of Linear Combinations of Reduced Graphs. 17-23 - Mathias Bastholm
, Stella Graßhof
Neural Network-based Human Motion Smoother. 24-30 - Pavlos Rath-Manakidis, Hlynur Davíð Hlynsson, Laurenz Wiskott:
Reduction of Variance-related Error through Ensembling: Deep Double Descent and Out-of-Distribution Generalization. 31-40 - Vladislav Kershner
Image Coding by Samples of Counts as an Imitation of the Light Detection by the Retina. 41-50 - Rihab Dhief, Rabaa Youssef
An Ensemble Learning Approach using Decision Fusion for the Recognition of Arabic Handwritten Characters. 51-59 - Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch:
A Step Towards Learning Contraction Kernels for Irregular Image Pyramid. 60-70 - Yanhong Liu, Fengming Cao, Yuqi Zhang:
Generative Adversarial Examples for Sequential Text Recognition Models with Artistic Text Style. 71-79 - Saem Park, Donghoon Han, Nojun Kwak:
The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation. 80-89 - Chien Thai, Viet Tran, Minh Bui, Huong Ninh, Hai Tran:
An Effective Deep Network for Head Pose Estimation without Keypoints. 90-98 - Marshal Arijona Sinaga, Tjan Basaruddin
Transformation-Equivariant Representation Learning with Barber-Agakov and InfoNCE Mutual Information Estimation. 99-109 - Eyyüb Sari, Vanessa Courville, Vahid Partovi Nia:
iRNN: Integer-only Recurrent Neural Network. 110-121 - Monika Schak, Alexander Gepperth:
Gesture Recognition on a New Multi-Modal Hand Gesture Dataset. 122-131 - Iulii Vasilev
Survival Analysis Algorithms based on Decision Trees with Weighted Log-rank Criteria. 132-140 - Mariana Oliveira Prazeres, Xinlin Li, Adam M. Oberman, Vahid Partovi Nia:
EuclidNets: Combining Hardware and Architecture Design for Efficient Training and Inference. 141-151 - Kazuki Yanagida, Keiji Gyohten, Hidehiro Ohki, Toshiya Takami:
Automatic Characteristic Line Drawing Generation using Pix2pix. 155-162 - Rashida Hasan
Noise in Datasets: What Are the Impacts on Classification Performance? 163-170 - Stuti Chug, Vandana Agarwal:
Channel Selection for Motor Imagery Task Classification using Non-linear Separability Measurement. 171-178 - Daniel Wiens, Barbara Hammer:
Single-step Adversarial Training for Semantic Segmentation. 179-187 - Manuel S. Lazo-Cortés
Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. 188-194 - Philipp Baumann, Dorit S. Hochbaum:
A k-Means Algorithm for Clustering with Soft Must-link and Cannot-link Constraints. 195-202 - Dominik Hauser
On Learning-free Detection and Representation of Textline Texture in Digitized Documents. 203-212 - Faten Ziadi, Imen Ben Cheikh, Mohamed Jemni
A Deep Convolutional and Recurrent Approach for Large Vocabulary Arabic Word Recognition. 213-220 - Jeongik Cho, Adam Krzyzak:
Dynamic Latent Scale for GAN Inversion. 221-228 - Kálmán Palágyi, Gábor Németh:
1-Attempt 4-Cycle Parallel Thinning Algorithms. 229-236 - Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz:
DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. 237-248 - Alessandro Bicciato
GAMS: Graph Augmentation with Module Swapping. 249-255 - Jack Hollister
Automatic Identification of Non-biting Midges (Chironomidae) using Object Detection and Deep Learning Techniques. 256-263 - Tyler Laforet, Pascal Matsakis:
Relative Position φ-Descriptor Computation for Complex Polygonal Objects. 264-271 - Manami Hagihara, Takuya Yoshino, Kouichi Hirata:
Computing the Variations of Edit Distance for Rooted Labaled Caterpillars. 272-279 - Tomoya Miyazaki, Manami Hagihara, Kouichi Hirata:
Caterpillar Inclusion: Inclusion Problem for Rooted Labeled Caterpillars. 280-287 - Gábor Karai
Subfield-based Parallel Kernel-thinning Algorithms on the BCC Grid. 288-295 - Osamu Yamaguchi, Kazuhiro Fukui:
Image-set based Classification using Multiple Pseudo-whitened Mutual Subspace Method. 296-306 - Aleksandrs Sisojevs
An Approach for Parameters Evaluation in Layered Structural Materials based on DFT Analysis of Ultrasonic Signals. 307-314 - Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski:
Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models. 315-322 - Athanasios Tsitsipas:
Towards an Ensemble Approach for Sensor Data Sensemaking. 323-329 - Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi
Instance Selection on CNNs for Alzheimer's Disease Classification from MRI. 330-337 - Sadique Adnan Siddiqui, Lisa Gutzeit, Frank Kirchner
The Influence of Labeling Techniques in Classifying Human Manipulation Movement of Different Speed. 338-345 - Peng Cheng, Tung Le
Learning Cross-modal Representations with Multi-relations for Image Captioning. 346-353 - Viacheslav E. Antsiperov
Generative Model for Autoencoders Learning by Image Sampling Representations. 354-361 - Adara S. R. Nogueira, Artur J. Ferreira
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. 362-369 - Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou:
Boosting the Performance of Deep Approaches through Fusion with Handcrafted Features. 370-377
Applications
- Michael Hesse, Matthias Hunstig, Julia Timmermann, Ansgar Trächtler:
Batch Constrained Bayesian Optimization for Ultrasonic Wire Bonding Feed-forward Control Design. 383-394 - Kyosuke Tashiro, Koji Takeda, Shogo Aoki, Haoming Ye, Hiroki Tomoe, Tanaka Kanji:
TaylorMade Visual Burr Detection for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects. 395-400 - Naoya Higuchi, Yasunobu Imamura, Vladimir Mic
Nearest-neighbor Search from Large Datasets using Narrow Sketches. 401-410 - Chatchanan Varojpipath, Krystian Mikolajczyk:
PRiDAN: Person Re-identification from Drones with Adaptive Weights and Expanded Neighbourhood. 411-422 - Andres Felipe Posada-Moreno, Thomas Otte
Towards Cargo Wagons Brake Health Scoring through Image Processing. 423-431 - Thomas Otte
Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons. 432-439 - Mara Pistellato, Andrea Albarelli, Filippo Bergamasco:
Calibration of a Telecentric Structured-light Device for Micrometric 3D Reconstruction. 440-448 - Shinnosuke Isobe, Satoshi Tamura, Yuuto Gotoh, Masaki Nose:
Efficient Multi-angle Audio-visual Speech Recognition using Parallel WaveGAN based Scene Classifier. 449-460 - Miguel Angel Medina
Boosting Re-identification in the Ultra-running Scenario. 461-469 - Anoushka Banerjee, Dileep Aroor Dinesh, Arnav Bhavsar:
Sieving Camera Trap Sequences in the Wild. 470-479 - Riccardo Musto, Emanuele Maiorana, Ridvan Salih Kuzu, Gabriel Emile Hine, Patrizio Campisi:
On the Statistical Independence of Parametric Representations in Biometric Cryptosystems: Evaluation and Improvement. 480-487 - Mara Pistellato, Mauro Noris, Andrea Albarelli, Filippo Bergamasco:
A Light Source Calibration Technique for Multi-camera Inspection Devices. 488-494 - Ahmed Nazeem, Xinzhu Bei, Ruobing Chen, Shreyas Shrivastava:
Real-time Weapon Detection in Videos. 497-504 - Zhijian Li, Jack Xin, Guofa Zhou:
An Integrated Recurrent Neural Network and Regression Model with Spatial and Climatic Couplings for Vector-borne Disease Dynamics. 505-510 - Channing Donaldson
Data Collection and Analysis of Print and Fan Fiction Classification. 511-517 - Clément Dubosq, Andréa Guerrero:
A 3D Matching Method to Compare a Scan to Its Reference using 3D Registration and Monte Carlo Metropolis Hastings Optimization for Industrial Inspection Applications. 518-525 - Kehinde Olufowobi, Nic Herndon
Towards a Low-cost Vision System for Real-time Pavement Condition Assessment. 526-533 - Kyohei Yoshihara, Kouichi Hirata:
Object Detection as Campylobacter Bacteria and Phagocytotic Activity of Leukocytes in Gram Stained Smears Images. 534-541 - Hiroyuki Aoyagi, Teruhito Kanazawa, Atsuhiro Takasu, Fumito Uwano, Manabu Ohta:
Table-structure Recognition Method Consisting of Plural Neural Network Modules. 542-549 - Damien Goetschi, Valère Martin, Richard Baltensperger, Marc Vonlanthen, Donatien Burin des Roziers, Francesco Carrino:
Optimization of Sensor Placement for Birds Acoustic Detection in Complex Fields. 550-559 - Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe:
Evaluation of Generative Adversarial Network Generated Super Resolution Images for Micro Expression Recognition. 560-569 - Keisuke Yamazaki, Satoshi Tamura, Yuuto Gotoh, Masaki Nose:
Visual-only Voice Activity Detection using Human Motion in Conference Video. 570-577 - Ahmed Mabrouk, Sarra Ben Abbès, Lynda Temal, Ledia Isaj, Philippe Calvez:
Exploiting Ontology to Build Bayesian Network. 578-585 - Mohamed Redha Sidoumou, Alisa Kim, Jeremy Walton, Douglas I. Kelley, Robert J. Parker, Ranjini Swaminathan:
Explainable Clustering Applied to the Definition of Terrestrial Biomes. 586-595 - Shunjie Yuan, Hefeng Zeng, Chao Wang:
Community Detection based on Node Relationship Classification. 596-601 - Yu Lu, Weifang Xie, Jianlong Huang:
Hybrid Model-based Defect Analysis of Thermoelectric Cooler Components. ICPRAM 2022: 602-609 - José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno
An Open-source Library for Processing of 3D Data from Indoor Scenes. 610-615 - Shinji Fukui, Naoki Watanabe, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi, Akihiko Okazaki:
Deep Neural Network for Estimating Value of Quality of Life in Driving Scenes. 616-621 - Itsaso Rodríguez-Moreno
Towards an Interpretable Spanish Sign Language Recognizer. 622-629 - Toon Stuyck, Axel-Jan Rousseau, Mattia Vallerio
Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks. 630-635 - Daniel Helm, Florian Kleber
HistShot: A Shot Type Dataset based on Historical Documentation during WWII. 636-643 - Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella:
Cyber Aggression and Cyberbullying Identification on Social Networks. 644-651 - Giuseppe Placidi, Alessandro Di Matteo
Compact, Accurate and Low-cost Hand Tracking System based on LEAP Motion Controllers and Raspberry Pi. 652-659 - Ingrid Hrga, Marina Ivasic-Kos:
Effect of Data Augmentation Methods on Face Image Classification Results. 660-667 - Jia-Ming Low, Ian K. T. Tan, Chern Hong Lim:
Refined co-SVD Recommender Algorithm: Data Processing and Performance Metrics. 668-674 - Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo, Dario Malchiodi, Marco Frasca:
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters. 675-682 - Christoph Praschl
Three-step Approach for Localization, Instance Segmentation and Multi-facet Classification of Individual Logs in Wooden Piles. 683-688 - Nour Zawawi
A New Neural Network Model for Prediction Next Stage of Alzheimer's Disease. 689-696 - Ariel E. Stassi, Marcela Tancredi, Roberto Aguirre
LSU-DS: An Uruguayan Sign Language Public Dataset for Automatic Recognition. 697-705 - Ahmed Snoun, Tahani Bouchrika, Olfa Jemai:
View-invariant 3D Skeleton-based Human Activity Recognition based on Transformer and Spatio-temporal Features. 706-715 - Yue Pang, Jing Pan, Xiaogang Li, Jianbin Zheng, Tan Sun, Qinxin Li:
Exploring Enterprise Operating Indicator Data by Hierarchical Forecasting and Root Cause Analysis. 716-721 - Yannick Zoetgnandé, Jean-Louis Dillenseger
Domain Generalization for Activity Recognition: Learn from Visible, Infer with Thermal. 722-729 - Asma Bougrine, Philippe Ravier, Abdenour Hacine-Gharbi
LSTM Network based on Prosodic Features for the Classification of Injunction in French Oral Utterances. 730-736 - Khawla Mallat, Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez, Jean-Luc Dugelay:
Does Melania Trump Have a Body Double from the Perspective of Automatic Face Verification? 737-744 - Alexandre Berthet, Chiara Galdi, Jean-Luc Dugelay:
Towards a More Reliable and Reproducible Protocol of Source Camera Recognition. 745-752 - Nikolay Ignatiev, Ivan V. Smirnov, Maxim Stankevich
Predicting Depression with Text, Image, and Profile Data from Social Media. 753-760 - Ivan Ryzhikov, Ekaterina Nikolskaya, Yrjö Hiltunen:
Combining Deep Learning Model and Evolutionary Optimization for Parameters Identification of NMR Signal. 761-768
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