| 2022 | 1-Attempt 4-Cycle Parallel Thinning Algorithms. Kálmán Palágyi, Gábor Németh |
| 2022 | A 3D Matching Method to Compare a Scan to Its Reference using 3D Registration and Monte Carlo Metropolis Hastings Optimization for Industrial Inspection Applications. Clément Dubosq, Andréa Guerrero |
| 2022 | A Deep Convolutional and Recurrent Approach for Large Vocabulary Arabic Word Recognition. Faten Ziadi, Imen Ben Cheikh, Mohamed Jemni |
| 2022 | A Light Source Calibration Technique for Multi-camera Inspection Devices. Mara Pistellato, Mauro Noris, Andrea Albarelli, Filippo Bergamasco |
| 2022 | A New Neural Network Model for Prediction Next Stage of Alzheimer's Disease. Nour Zawawi, Heba Gamal Saber, Mohamed Hashem, Tarek F. Gharib |
| 2022 | A Step Towards Learning Contraction Kernels for Irregular Image Pyramid. Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch |
| 2022 | A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. Adara S. R. Nogueira, Artur J. Ferreira, Mário A. T. Figueiredo |
| 2022 | A k-Means Algorithm for Clustering with Soft Must-link and Cannot-link Constraints. Philipp Baumann, Dorit S. Hochbaum |
| 2022 | An Approach for Parameters Evaluation in Layered Structural Materials based on DFT Analysis of Ultrasonic Signals. Aleksandrs Sisojevs, Alexey Tatarinov, Mihails Kovalovs, Olga Krutikova, Anastasija Chaplinska |
| 2022 | An Effective Deep Network for Head Pose Estimation without Keypoints. Chien Thai, Viet Tran, Minh Bui, Huong Ninh, Hai Tran |
| 2022 | An Ensemble Learning Approach using Decision Fusion for the Recognition of Arabic Handwritten Characters. Rihab Dhief, Rabaa Youssef, Amel Benazza |
| 2022 | An Integrated Recurrent Neural Network and Regression Model with Spatial and Climatic Couplings for Vector-borne Disease Dynamics. Zhijian Li, Jack Xin, Guofa Zhou |
| 2022 | An Open-source Library for Processing of 3D Data from Indoor Scenes. José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra |
| 2022 | Automatic Characteristic Line Drawing Generation using Pix2pix. Kazuki Yanagida, Keiji Gyohten, Hidehiro Ohki, Toshiya Takami |
| 2022 | Automatic Identification of Non-biting Midges (Chironomidae) using Object Detection and Deep Learning Techniques. Jack Hollister, Rodrigo Vega, M. A. Hannan Bin Azhar |
| 2022 | Batch Constrained Bayesian Optimization for Ultrasonic Wire Bonding Feed-forward Control Design. Michael Hesse, Matthias Hunstig, Julia Timmermann, Ansgar Trächtler |
| 2022 | Boosting Re-identification in the Ultra-running Scenario. Miguel Angel Medina, Javier Lorenzo-Navarro, David Freire-Obregón, Oliverio J. Santana, Daniel Hernández-Sosa, Modesto Castrillón Santana |
| 2022 | Boosting the Performance of Deep Approaches through Fusion with Handcrafted Features. Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou |
| 2022 | Calibration of a Telecentric Structured-light Device for Micrometric 3D Reconstruction. Mara Pistellato, Andrea Albarelli, Filippo Bergamasco |
| 2022 | Caterpillar Inclusion: Inclusion Problem for Rooted Labeled Caterpillars. Tomoya Miyazaki, Manami Hagihara, Kouichi Hirata |
| 2022 | Channel Selection for Motor Imagery Task Classification using Non-linear Separability Measurement. Stuti Chug, Vandana Agarwal |
| 2022 | Combining Deep Learning Model and Evolutionary Optimization for Parameters Identification of NMR Signal. Ivan Ryzhikov, Ekaterina Nikolskaya, Yrjö Hiltunen |
| 2022 | Community Detection based on Node Relationship Classification. Shunjie Yuan, Hefeng Zeng, Chao Wang |
| 2022 | Compact, Accurate and Low-cost Hand Tracking System based on LEAP Motion Controllers and Raspberry Pi. Giuseppe Placidi, Alessandro Di Matteo, Filippo Mignosi, Matteo Polsinelli, Matteo Spezialetti |
| 2022 | Computing the Variations of Edit Distance for Rooted Labaled Caterpillars. Manami Hagihara, Takuya Yoshino, Kouichi Hirata |
| 2022 | Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons. Thomas Otte, Andres Felipe Posada-Moreno, Fabian Hübenthal, Marc Haßler, Holger Bartels, Anas Abdelrazeq, Frank Hees |
| 2022 | Cyber Aggression and Cyberbullying Identification on Social Networks. Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella |
| 2022 | Data Collection and Analysis of Print and Fan Fiction Classification. Channing Donaldson, James Pope |
| 2022 | Deep Neural Network for Estimating Value of Quality of Life in Driving Scenes. Shinji Fukui, Naoki Watanabe, Yuji Iwahori, Pittipol Kantavat, Boonserm Kijsirikul, Hiroyuki Takeshita, Yoshitsugu Hayashi, Akihiko Okazaki |
| 2022 | DenseHMM: Learning Hidden Markov Models by Learning Dense Representations. Joachim Sicking, Maximilian Pintz, Maram Akila, Tim Wirtz |
| 2022 | Does Melania Trump Have a Body Double from the Perspective of Automatic Face Verification? Khawla Mallat, Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez, Jean-Luc Dugelay |
| 2022 | Domain Generalization for Activity Recognition: Learn from Visible, Infer with Thermal. Yannick Zoetgnandé, Jean-Louis Dillenseger |
| 2022 | Dynamic Latent Scale for GAN Inversion. Jeongik Cho, Adam Krzyzak |
| 2022 | Effect of Data Augmentation Methods on Face Image Classification Results. Ingrid Hrga, Marina Ivasic-Kos |
| 2022 | Efficient Multi-angle Audio-visual Speech Recognition using Parallel WaveGAN based Scene Classifier. Shinnosuke Isobe, Satoshi Tamura, Yuuto Gotoh, Masaki Nose |
| 2022 | EuclidNets: Combining Hardware and Architecture Design for Efficient Training and Inference. Mariana Oliveira Prazeres, Xinlin Li, Adam M. Oberman, Vahid Partovi Nia |
| 2022 | Evaluation of Generative Adversarial Network Generated Super Resolution Images for Micro Expression Recognition. Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe |
| 2022 | Everything Has Been Done, It Is Our Job to Do It One Better in Image Matching and Localisation. Krystian Mikolajczyk |
| 2022 | Explainable Clustering Applied to the Definition of Terrestrial Biomes. Mohamed Redha Sidoumou, Alisa Kim, Jeremy Walton, Douglas I. Kelley, Robert J. Parker, Ranjini Swaminathan |
| 2022 | Exploiting Ontology to Build Bayesian Network. Ahmed Mabrouk, Sarra Ben Abbès, Lynda Temal, Ledia Isaj, Philippe Calvez |
| 2022 | Exploring Enterprise Operating Indicator Data by Hierarchical Forecasting and Root Cause Analysis. Yue Pang, Jing Pan, Xiaogang Li, Jianbin Zheng, Tan Sun, Qinxin Li |
| 2022 | GAMS: Graph Augmentation with Module Swapping. Alessandro Bicciato, Andrea Torsello |
| 2022 | Generative Adversarial Examples for Sequential Text Recognition Models with Artistic Text Style. Yanhong Liu, Fengming Cao, Yuqi Zhang |
| 2022 | Generative Model for Autoencoders Learning by Image Sampling Representations. Viacheslav E. Antsiperov |
| 2022 | Gesture Recognition on a New Multi-Modal Hand Gesture Dataset. Monika Schak, Alexander Gepperth |
| 2022 | HistShot: A Shot Type Dataset based on Historical Documentation during WWII. Daniel Helm, Florian Kleber, Martin Kampel |
| 2022 | Hybrid Model-based Defect Analysis of Thermoelectric Cooler Components. Yu Lu, Weifang Xie, Jianlong Huang |
| 2022 | Image Coding by Samples of Counts as an Imitation of the Light Detection by the Retina. Vladislav Kershner, Viacheslav E. Antsiperov |
| 2022 | Image and Video Generation: A Deep Learning Approach. Nicu Sebe |
| 2022 | Image-set based Classification using Multiple Pseudo-whitened Mutual Subspace Method. Osamu Yamaguchi, Kazuhiro Fukui |
| 2022 | Improving Graph Classification by Means of Linear Combinations of Reduced Graphs. Anthony Gillioz, Kaspar Riesen |
| 2022 | Improving Usual Naive Bayes Classifier Performances with Neural Naive Bayes based Models. Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski |
| 2022 | Instance Selection on CNNs for Alzheimer's Disease Classification from MRI. Juan A. Castro-Silva, María N. Moreno García, Lorena Guachi-Guachi, Diego Hernán Peluffo-Ordóñez |
| 2022 | Keep on Learning. Tinne Tuytelaars |
| 2022 | LSTM Network based on Prosodic Features for the Classification of Injunction in French Oral Utterances. Asma Bougrine, Philippe Ravier, Abdenour Hacine-Gharbi, Hanane Ouachour |
| 2022 | LSU-DS: An Uruguayan Sign Language Public Dataset for Automatic Recognition. Ariel E. Stassi, Marcela Tancredi, Roberto Aguirre, Alvaro Gómez, Bruno Carballido, Andrés Méndez, Sergio Beheregaray, Alejandro Fojo, Víctor Koleszar, Gregory Randall |
| 2022 | Learning Cross-modal Representations with Multi-relations for Image Captioning. Peng Cheng, Tung Le, Teeradaj Racharak, Yiming Cao, Weikun Kong, Minh Le Nguyen |
| 2022 | Machine Learning for Medicine and Healthcare. Mihaela van der Schaar |
| 2022 | Nearest-neighbor Search from Large Datasets using Narrow Sketches. Naoya Higuchi, Yasunobu Imamura, Vladimir Mic, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama |
| 2022 | Neural Network-based Human Motion Smoother. Mathias Bastholm, Stella Graßhof, Sami S. Brandt |
| 2022 | Noise in Datasets: What Are the Impacts on Classification Performance? Rashida Hasan, Chee-Hung Henry Chu |
| 2022 | Object Detection as Campylobacter Bacteria and Phagocytotic Activity of Leukocytes in Gram Stained Smears Images. Kyohei Yoshihara, Kouichi Hirata |
| 2022 | On Learning-free Detection and Representation of Textline Texture in Digitized Documents. Dominik Hauser, Christoffer Kassens, H. Siegfried Stiehl |
| 2022 | On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters. Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo, Dario Malchiodi, Marco Frasca |
| 2022 | On the Statistical Independence of Parametric Representations in Biometric Cryptosystems: Evaluation and Improvement. Riccardo Musto, Emanuele Maiorana, Ridvan Salih Kuzu, Gabriel Emile Hine, Patrizio Campisi |
| 2022 | Optimization of Sensor Placement for Birds Acoustic Detection in Complex Fields. Damien Goetschi, Valère Martin, Richard Baltensperger, Marc Vonlanthen, Donatien Burin des Roziers, Francesco Carrino |
| 2022 | PRiDAN: Person Re-identification from Drones with Adaptive Weights and Expanded Neighbourhood. Chatchanan Varojpipath, Krystian Mikolajczyk |
| 2022 | Predicting Depression with Text, Image, and Profile Data from Social Media. Nikolay Ignatiev, Ivan V. Smirnov, Maxim Stankevich |
| 2022 | Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2022, Online Streaming, February 3-5, 2022. Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred |
| 2022 | Real-time Weapon Detection in Videos. Ahmed Nazeem, Xinzhu Bei, Ruobing Chen, Shreyas Shrivastava |
| 2022 | Reduction of Variance-related Error through Ensembling: Deep Double Descent and Out-of-Distribution Generalization. Pavlos Rath-Manakidis, Hlynur Davíð Hlynsson, Laurenz Wiskott |
| 2022 | Refined co-SVD Recommender Algorithm: Data Processing and Performance Metrics. Jia-Ming Low, Ian K. T. Tan, Chern Hong Lim |
| 2022 | Relative Position φ-Descriptor Computation for Complex Polygonal Objects. Tyler Laforet, Pascal Matsakis |
| 2022 | Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks. Toon Stuyck, Axel-Jan Rousseau, Mattia Vallerio, Eric Demeester |
| 2022 | Sieving Camera Trap Sequences in the Wild. Anoushka Banerjee, Dileep Aroor Dinesh, Arnav Bhavsar |
| 2022 | Single-step Adversarial Training for Semantic Segmentation. Daniel Wiens, Barbara Hammer |
| 2022 | Subfield-based Parallel Kernel-thinning Algorithms on the BCC Grid. Gábor Karai, Péter Kardos, Kálmán Palágyi |
| 2022 | Survival Analysis Algorithms based on Decision Trees with Weighted Log-rank Criteria. Iulii Vasilev, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2022 | Table-structure Recognition Method Consisting of Plural Neural Network Modules. Hiroyuki Aoyagi, Teruhito Kanazawa, Atsuhiro Takasu, Fumito Uwano, Manabu Ohta |
| 2022 | Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Ventzeslav Valev, Mohammad Amin Shamshiri, Adam Krzyzak |
| 2022 | TaylorMade Visual Burr Detection for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects. Kyosuke Tashiro, Koji Takeda, Shogo Aoki, Haoming Ye, Hiroki Tomoe, Tanaka Kanji |
| 2022 | The Influence of Labeling Techniques in Classifying Human Manipulation Movement of Different Speed. Sadique Adnan Siddiqui, Lisa Gutzeit, Frank Kirchner |
| 2022 | The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation. Saem Park, Donghoon Han, Nojun Kwak |
| 2022 | Three-step Approach for Localization, Instance Segmentation and Multi-facet Classification of Individual Logs in Wooden Piles. Christoph Praschl, Gerald A. Zwettler |
| 2022 | Towards Cargo Wagons Brake Health Scoring through Image Processing. Andres Felipe Posada-Moreno, Thomas Otte, Damir Pehar, Marc Haßler, Holger Bartels, Anas Abdelrazeq, Frank Hees |
| 2022 | Towards a Low-cost Vision System for Real-time Pavement Condition Assessment. Kehinde Olufowobi, Nic Herndon |
| 2022 | Towards a More Reliable and Reproducible Protocol of Source Camera Recognition. Alexandre Berthet, Chiara Galdi, Jean-Luc Dugelay |
| 2022 | Towards an Ensemble Approach for Sensor Data Sensemaking. Athanasios Tsitsipas |
| 2022 | Towards an Interpretable Spanish Sign Language Recognizer. Itsaso Rodríguez-Moreno, José María Martínez-Otzeta, Izaro Goienetxea, Basilio Sierra |
| 2022 | Transformation-Equivariant Representation Learning with Barber-Agakov and InfoNCE Mutual Information Estimation. Marshal Arijona Sinaga, Tjan Basaruddin, Adila Alfa Krisnadhi |
| 2022 | View-invariant 3D Skeleton-based Human Activity Recognition based on Transformer and Spatio-temporal Features. Ahmed Snoun, Tahani Bouchrika, Olfa Jemai |
| 2022 | Visual-only Voice Activity Detection using Human Motion in Conference Video. Keisuke Yamazaki, Satoshi Tamura, Yuuto Gotoh, Masaki Nose |
| 2022 | iRNN: Integer-only Recurrent Neural Network. Eyyüb Sari, Vanessa Courville, Vahid Partovi Nia |