| 2021 | 3D Motion Analysis with Event-based Sensors. Cornelia Fermüller |
| 2021 | A Blended Attention-CTC Network Architecture for Amharic Text-image Recognition. Birhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker |
| 2021 | A Comparison of Few-shot Classification of Human Movement Trajectories. Lisa Gutzeit |
| 2021 | A High Accuracy Text Detection Model of Newly Constructing and Training Strategies. Kha Cong Nguyen, Ryosuke Odate |
| 2021 | A Spatial-temporal Graph based Hybrid Infectious Disease Model with Application to COVID-19. Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou |
| 2021 | Active Output Selection Strategies for Multiple Learning Regression Models. Adrian Prochaska, Julien Pillas, Bernard Bäker |
| 2021 | Active Region Detection in Multi-spectral Solar Images. Majedaldein Almahasneh, Adeline Paiement, Xianghua Xie, Jean Aboudarham |
| 2021 | An ALPR System-based Deep Networks for the Detection and Recognition. Mouad Bensouilah, Mohamed Nadjib Zennir, Mokhtar Taffar |
| 2021 | An Empirical Study on Machine Learning Models for Potato Leaf Disease Classification using RGB Images. Soma Ghosh, Renu Rameshan, Dileep Aroor Dinesh |
| 2021 | Applying Automated Machine Learning to Improve Budget Estimates for a Naval Fleet Maintenance Facility. Cheryl Eisler, Mikayla Holmes |
| 2021 | Automated Detection of COVID-19 from CT Scans using Convolutional Neural Networks. Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat |
| 2021 | Automated Machine Learning for Wind Farms Location. Olivier Parisot, Thomas Tamisier |
| 2021 | Automatic Diagnosis of COPD in Lung CT Images based on Multi-View DCNN. Yin Bao, Yasseen Almakady, Sasan Mahmoodi |
| 2021 | Biases, Discrimination, and Fairness in Biometrics and Beyond. Julian Fiérrez |
| 2021 | Capsule Networks with Intersection over Union Loss for Binary Image Segmentation. Floris van Beers |
| 2021 | Common Topic Identification in Online Maltese News Portal Comments. Samuel Zammit, Fiona Sammut, David Suda |
| 2021 | Continuous Driver Activity Recognition from Short Isolated Action Sequences. Patrick Weyers, Anton Kummert |
| 2021 | Converting Image Labels to Meaningful and Information-rich Embeddings. Savvas Karatsiolis, Andreas Kamilaris |
| 2021 | Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning. Pranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz |
| 2021 | Data Scarcity: Methods to Improve the Quality of Text Classification. Ingo Glaser, Shabnam Sadegharmaki, Basil Komboz, Florian Matthes |
| 2021 | Deep Learning based Model Identification System Exploits the Modular Structure of a Bio-inspired Posture Control Model for Humans and Humanoids. Vittorio Lippi |
| 2021 | Demonstrating the Vulnerability of RGB-D based Face Recognition to GAN-generated Depth-map Injection. Valeria Chiesa, Chiara Galdi, Jean-Luc Dugelay |
| 2021 | Discrete Wavelet based Features for PCG Signal Classification using Hidden Markov Models. Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier |
| 2021 | Domain Shift in Capsule Networks. Rajath S, Sumukh K. Aithal, Natarajan Subramanyam |
| 2021 | Empirical Evaluation on Utilizing CNN-features for Seismic Patch Classification. Chun-Xia Zhang, Xiaoli Wei, Sang-Woon Kim |
| 2021 | Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal |
| 2021 | Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection. Oliver Rippel, Maximilian Müller, Andreas Münkel, Thomas Gries, Dorit Merhof |
| 2021 | Experimental Application of a Japanese Historical Document Image Synthesis Method to Text Line Segmentation. Naoto Inuzuka, Tetsuya Suzuki |
| 2021 | Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinson's Severity Assessment. Amirhossein Dadashzadeh, Alan L. Whone, Michal Rolinski, Majid Mirmehdi |
| 2021 | Exploring Slow Feature Analysis for Extracting Generative Latent Factors. Max Menne, Merlin Schüler, Laurenz Wiskott |
| 2021 | FLIC: Fast Lidar Image Clustering. Frederik Hasecke, Lukas Hahn, Anton Kummert |
| 2021 | Few-Shot Class Incremental Learning with Generative Feature Replay. Abhilash Reddy Shankarampeta, Koichiro Yamauchi |
| 2021 | Flexcoder: Practical Program Synthesis with Flexible Input Lengths and Expressive Lambda Functions. Bálint Gyarmathy, Bálint Mucsányi, Ádám Czapp, Dávid Szilágyi, Balázs Pintér |
| 2021 | Garment Detection in Catwalk Videos. Qi Dang, Heydar Maboudi Afkham, Oskar Juhlin |
| 2021 | Generalized Dilation Structures in Convolutional Neural Networks. Gavneet Singh Chadha, Jan Niclas Reimann, Andreas Schwung |
| 2021 | Graph Convolution Networks for Cell Segmentation. Sachin Bahade, Michael Edwards, Xianghua Xie |
| 2021 | Improved HTM Spatial Pooler with Homeostatic Plasticity Control. Damir Dobric, Andreas Pech, Bogdan Ghita, Thomas Wennekers |
| 2021 | Improving the Grid-based Clustering by Identifying Cluster Center Nodes and Boundary Nodes Adaptively. Yaru Li, Yue Xi, Yonggang Lu |
| 2021 | Indextron. Alexei M. Mikhailov, Mikhail F. Karavay |
| 2021 | Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera. Beerend G. A. Gerats, Henri Bouma, Wouter Uijens, Gwenn Englebienne, Luuk J. Spreeuwers |
| 2021 | Interpreting Convolutional Networks Trained on Textual Data. Reza Marzban, Christopher Crick |
| 2021 | Knowledge Acquisition on Team Management Aimed at Automation with Use of the System of Organizational Terms. Olaf Flak |
| 2021 | Lifting Sequence Length Limitations of NLP Models using Autoencoders. Reza Marzban, Christopher Crick |
| 2021 | Locating Datacenter Link Faults with a Directed Graph Convolutional Neural Network. Michael P. Kenning, Jingjing Deng, Michael Edwards, Xianghua Xie |
| 2021 | MetaBox+: A New Region based Active Learning Method for Semantic Segmentation using Priority Maps. Pascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann |
| 2021 | Movement Control with Vehicle-to-Vehicle Communication by using End-to-End Deep Learning for Autonomous Driving. Zelin Zhang, Jun Ohya |
| 2021 | Multi-level Feature Selection for Oriented Object Detection. Chen Jiang, Yefan Jiang, Zhangxing Bian, Fan Yang, Siyu Xia |
| 2021 | Multimodal Sentiment Analysis on Video Streams using Lightweight Deep Neural Networks. Atitaya Yakaew, Matthew N. Dailey, Teeradaj Racharak |
| 2021 | New Maximum Similarity Method for Object Identification in Photon Counting Imaging. Viacheslav E. Antsiperov |
| 2021 | Object Detection and Text Recognition in Large-scale Technical Drawings. Trang M. Nguyen, Long Van Pham, Chien Chu Nguyen, Vinh Van Nguyen |
| 2021 | Object Tracking using Correction Filter Method with Adaptive Feature Selection. Xiang Zhang, Yonggang Lu, Jiani Liu |
| 2021 | On the Improvement of Feature Selection Techniques: The Fitness Filter. Artur J. Ferreira, Mário A. T. Figueiredo |
| 2021 | Opinion Mining using TRC Techniques. Nirach Romyen, Sureeporn Nualnim, Maleerat Maliyaem, Pudsadee Boonrawd, Kanchana Viriyapant, Tongpool Heeptaisong |
| 2021 | Optimization of Image Embeddings for Few Shot Learning. Arvind Srinivasan, Aprameya Bharadwaj, Manasa Sathyan, S. Natarajan |
| 2021 | Outlier Detection in Network Traffic Monitoring. Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas |
| 2021 | Predicting Malware Attacks using Machine Learning and AutoAI. Mark Sokolov, Nic Herndon |
| 2021 | Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2021, Online Streaming, February 4-6, 2021. Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred |
| 2021 | Quantitative Method for Evaluating the Coordination between Sprinting Motions using Joint Coordinates Obtained from the Videos and Cross-correlations. Masato Sabanai, Chanjin Seo, Hiroyuki Ogata, Jun Ohya |
| 2021 | Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case. Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker |
| 2021 | Revisiting the Deformable Convolution by Visualization. Yuqi Zhang, Yuyang Xie, Linfeng Luo, Fengming Cao |
| 2021 | SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2021 | Seam Carving for Image Classification Privacy. James Pope, Mark G. Terwilliger |
| 2021 | Self-adaptive Norm Update for Faster Gradient-based L2 Adversarial Attacks and Defenses. Yanhong Liu, Fengming Cao |
| 2021 | Single Stage Class Agnostic Common Object Detection: A Simple Baseline. Chuong H. Nguyen, Thuy C. Nguyen, Anh H. Vo, Yamazaki Masayuki |
| 2021 | Speech Recognition using Deep Canonical Correlation Analysis in Noisy Environments. Shinnosuke Isobe, Satoshi Tamura, Satoru Hayamizu |
| 2021 | State Tracking in the Presence of Heavy-tailed Observations. Yaman Kindap |
| 2021 | Surface EMG Signal Classification for Parkinson's Disease using WCC Descriptor and ANN Classifier. Hichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli |
| 2021 | Symbolic Translation of Time Series using Piecewise N-gram Similarity Voting. Siegfried Delannoy, Émilie Poisson Caillault, André Bigand, Kevin Rousseeuw |
| 2021 | Synergy Conformal Prediction for Regression. Niharika Gauraha, Ola Spjuth |
| 2021 | Task Specific Image Enhancement for Improving the Accuracy of CNNs. Norbert Mitschke, Yunou Ji, Michael Heizmann |
| 2021 | The Importance of Models in Data Analysis with Small Human Movement Datasets: Inspirations from Neurorobotics Applied to Posture Control of Humanoids and Humans. Vittorio Lippi, Christoph Maurer, Thomas Mergner |
| 2021 | The Principle of Least Cognitive Action in Vision. Marco Gori |
| 2021 | Time-First Tracking: An Efficient Multiple-Object Tracking Architecture for Dynamic Surveillance Environments. Joachim Lohn-Jaramillo, Khari Jarrett, Laura E. Ray, Richard Granger, Elijah F. W. Bowen |
| 2021 | TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory Classification. Jiyong Oh, Kil-Taek Lim, Yun-Su Chung |
| 2021 | Upgraded W-Net with Attention Gates and Its Application in Unsupervised 3D Liver Segmentation. Dhanunjaya Mitta, Soumick Chatterjee, Oliver Speck, Andreas Nürnberger |
| 2021 | Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet. Derrick Timmerman, Guru Swaroop Bennabhaktula, Enrique Alegre, George Azzopardi |
| 2021 | Weakly Supervised Gleason Grading of Prostate Cancer Slides using Graph Neural Network. Nan Jiang, Yaqing Hou, Dongsheng Zhou, Pengfei Wang, Jianxin Zhang, Qiang Zhang |
| 2021 | Web based Object Annotation Tool using a Triplet-ReID Sorting Approach. Afonso Costa, André L. Ferreira, João M. Fernandes |