Table of Contents

• Biases, Discrimination, and Fairness in Biometrics and BeyondJulian Fiérrez. 5
• 3D Motion Analysis with Event-based SensorsCornelia Fermüller. 7
• The Principle of Least Cognitive Action in VisionMarco Gori. 9
• Self-adaptive Norm Update for Faster Gradient-based L2 Adversarial Attacks and DefensesYanhong Liu, Fengming Cao. 15-24 [doi]
• FLIC: Fast Lidar Image ClusteringFrederik Hasecke, Lukas Hahn, Anton Kummert. 25-35 [doi]
• Multi-level Feature Selection for Oriented Object DetectionChen Jiang, Yefan Jiang, Zhangxing Bian, Fan Yang, Siyu Xia. 36-43 [doi]
• Demonstrating the Vulnerability of RGB-D based Face Recognition to GAN-generated Depth-map InjectionValeria Chiesa, Chiara Galdi, Jean-Luc Dugelay. 44-50 [doi]
• MetaBox+: A New Region based Active Learning Method for Semantic Segmentation using Priority MapsPascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann. 51-62 [doi]
• Speech Recognition using Deep Canonical Correlation Analysis in Noisy EnvironmentsShinnosuke Isobe, Satoshi Tamura, Satoru Hayamizu. 63-70 [doi]
• Capsule Networks with Intersection over Union Loss for Binary Image SegmentationFloris van Beers. 71-78 [doi]
• Generalized Dilation Structures in Convolutional Neural NetworksGavneet Singh Chadha, Jan Niclas Reimann, Andreas Schwung. 79-88 [doi]
• Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinson's Severity AssessmentAmirhossein Dadashzadeh, Alan Whone, Michal Rolinski, Majid Mirmehdi. 89-97 [doi]
• Improved HTM Spatial Pooler with Homeostatic Plasticity ControlDamir Dobric, Andreas Pech, Bogdan Ghita 0003, Thomas Wennekers. 98-106 [doi]
• Converting Image Labels to Meaningful and Information-rich EmbeddingsSavvas Karatsiolis, Andreas Kamilaris. 107-119 [doi]
• Exploring Slow Feature Analysis for Extracting Generative Latent FactorsMax Menne, Merlin Schüler, Laurenz Wiskott. 120-131 [doi]
• State Tracking in the Presence of Heavy-tailed ObservationsYaman Kindap. 135-142 [doi]
• IndextronAlexei Mikhailov, Mikhail Karavay. 143-149 [doi]
• Active Output Selection Strategies for Multiple Learning Regression ModelsAdrian Prochaska, Julien Pillas, Bernard Bäker. 150-157 [doi]
• Continuous Driver Activity Recognition from Short Isolated Action SequencesPatrick Weyers, Anton Kummert. 158-165 [doi]
• Empirical Evaluation on Utilizing CNN-features for Seismic Patch ClassificationChun-Xia Zhang 0002, Xiaoli Wei, Sang-Woon Kim. 166-173 [doi]
• Task Specific Image Enhancement for Improving the Accuracy of CNNsNorbert Mitschke, Yunou Ji, Michael Heizmann. 174-181 [doi]
• Improving the Grid-based Clustering by Identifying Cluster Center Nodes and Boundary Nodes AdaptivelyYaru Li, Yue Xi, Yonggang Lu. 182-189 [doi]
• Revisiting the Deformable Convolution by VisualizationYuqi Zhang, Yuyang Xie, Linfeng Luo, Fengming Cao. 190-195 [doi]
• Interpreting Convolutional Networks Trained on Textual DataReza Marzban, Christopher Crick. 196-203 [doi]
• An ALPR System-based Deep Networks for the Detection and RecognitionMouad Bensouilah, Mohamed Nadjib Zennir, Mokhtar Taffar. 204-211 [doi]
• Synergy Conformal Prediction for RegressionNiharika Gauraha, Ola Spjuth. 212-221 [doi]
• Automated Machine Learning for Wind Farms LocationOlivier Parisot, Thomas Tamisier. 222-227 [doi]
• Lifting Sequence Length Limitations of NLP Models using AutoencodersReza Marzban, Christopher Crick. 228-235 [doi]
• Optimization of Image Embeddings for Few Shot LearningArvind Srinivasan, Aprameya Bharadwaj, Manasa Sathyan, S. Natarajan 0001. 236-242 [doi]
• A Comparison of Few-shot Classification of Human Movement TrajectoriesLisa Gutzeit. 243-250 [doi]
• Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use CaseFlorian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker. 251-258 [doi]
• Few-Shot Class Incremental Learning with Generative Feature ReplayAbhilash Reddy Shankarampeta, Koichiro Yamauchi 0001. 259-267 [doi]
• Seam Carving for Image Classification PrivacyJames Pope, Mark Terwilliger. 268-274 [doi]
• Domain Shift in Capsule NetworksRajath S, Sumukh Aithal K, Natarajan Subramanyam. 275-278 [doi]
• Web based Object Annotation Tool using a Triplet-ReID Sorting ApproachAfonso Costa, André L. Ferreira, João M. Fernandes. 279-286 [doi]
• Surface EMG Signal Classification for Parkinson's Disease using WCC Descriptor and ANN ClassifierHichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli. 287-294 [doi]
• Predicting Malware Attacks using Machine Learning and AutoAIMark Sokolov, Nic Herndon. 295-301 [doi]
• Knowledge Acquisition on Team Management Aimed at Automation with Use of the System of Organizational TermsOlaf Flak. 302-311 [doi]
• Locating Datacenter Link Faults with a Directed Graph Convolutional Neural NetworkMichael P. Kenning, Jingjing Deng, Michael Edwards, Xianghua Xie. 312-320 [doi]
• Opinion Mining using TRC TechniquesNirach Romyen, Sureeporn Nualnim, Maleerat Maliyaem, Pudsadee Boonrawd, Kanchana Viriyapant, Tongpool Heeptaisong. 321-326 [doi]
• Symbolic Translation of Time Series using Piecewise N-gram Similarity VotingSiegfried Delannoy, Émilie Poisson Caillault, André Bigand, Kevin Rousseeuw. 327-333 [doi]
• Discrete Wavelet based Features for PCG Signal Classification using Hidden Markov ModelsRima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier. 334-340 [doi]
• New Maximum Similarity Method for Object Identification in Photon Counting ImagingViacheslav E. Antsiperov. 341-348 [doi]
• SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural NetworkReda Al-Bahrani, Dipendra Jha, Qiao Kang, SunWoo Lee, Zijiang Yang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary. 349-356 [doi]
• A Spatial-temporal Graph based Hybrid Infectious Disease Model with Application to COVID-19Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou. 357-364
• On the Improvement of Feature Selection Techniques: The Fitness FilterArtur J. Ferreira, Mário A. T. Figueiredo. 365-372 [doi]
• Movement Control with Vehicle-to-Vehicle Communication by using End-to-End Deep Learning for Autonomous DrivingZelin Zhang, Jun Ohya. 377-385 [doi]
• Flexcoder: Practical Program Synthesis with Flexible Input Lengths and Expressive Lambda FunctionsBálint Gyarmathy, Bálint Mucsányi, Ádám Czapp, Dávid Szilágyi, Balázs Pintér. 386-395
• Single Stage Class Agnostic Common Object Detection: A Simple BaselineChuong H. Nguyen, Thuy C. Nguyen, Anh H. Vo, Yamazaki Masayuki. 396-407 [doi]
• TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory ClassificationJiyong Oh, Kil-Taek Lim, Yun-Su Chung. 408-416 [doi]
• Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNetDerrick Timmerman, Guru Swaroop Bennabhaktula, Enrique Alegre, George Azzopardi. 417-425 [doi]
• Weakly Supervised Gleason Grading of Prostate Cancer Slides using Graph Neural NetworkNan Jiang, Yaqing Hou, Dongsheng Zhou, Pengfei Wang, Jianxin Zhang, Qiang Zhang. 426-434 [doi]
• A Blended Attention-CTC Network Architecture for Amharic Text-image RecognitionBirhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker. 435-441 [doi]
• Multimodal Sentiment Analysis on Video Streams using Lightweight Deep Neural NetworksAtitaya Yakaew, Matthew N. Dailey, Teeradaj Racharak. 442-451
• Active Region Detection in Multi-spectral Solar ImagesMajedaldein Almahasneh, Adeline Paiement, Xianghua Xie, Jean Aboudarham. 452-459 [doi]
• Estimating the Probability Density Function of New Fabrics for Fabric Anomaly DetectionOliver Rippel, Maximilian Müller, Andreas Münkel, Thomas Gries, Dorit Merhof. 463-470 [doi]
• Garment Detection in Catwalk VideosQi Dang, Heydar Maboudi Afkham, Oskar Juhlin. 471-479 [doi]
• Object Tracking using Correction Filter Method with Adaptive Feature SelectionXiang Zhang, Yonggang Lu, Jiani Liu. 480-487 [doi]
• Upgraded W-Net with Attention Gates and Its Application in Unsupervised 3D Liver SegmentationDhanunjaya Mitta, Soumick Chatterjee, Oliver Speck, Andreas Nürnberger. 488-494 [doi]
• Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer LearningPranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz. 495-506 [doi]
• Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy ClusteringDipendra 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. 507-514 [doi]
• An Empirical Study on Machine Learning Models for Potato Leaf Disease Classification using RGB ImagesSoma Ghosh, Renu Rameshan, Dileep Aroor Dinesh. 515-522 [doi]
• Outlier Detection in Network Traffic MonitoringMarcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas. 523-530 [doi]
• Quantitative Method for Evaluating the Coordination between Sprinting Motions using Joint Coordinates Obtained from the Videos and Cross-correlationsMasato Sabanai, Chanjin Seo, Hiroyuki Ogata, Jun Ohya. 531-539 [doi]
• Deep Learning based Model Identification System Exploits the Modular Structure of a Bio-inspired Posture Control Model for Humans and HumanoidsVittorio Lippi. 540-547 [doi]
• Common Topic Identification in Online Maltese News Portal CommentsSamuel Zammit, Fiona Sammut, David Suda. 548-555 [doi]
• Data Scarcity: Methods to Improve the Quality of Text ClassificationIngo Glaser, Shabnam Sadegharmaki, Basil Komboz, Florian Matthes. 556-564 [doi]
• Automated Detection of COVID-19 from CT Scans using Convolutional Neural NetworksRohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat. 565-570 [doi]
• Automatic Diagnosis of COPD in Lung CT Images based on Multi-View DCNNYin Bao, Yasseen Almakady, Sasan Mahmoodi. 571-578 [doi]
• The Importance of Models in Data Analysis with Small Human Movement Datasets: Inspirations from Neurorobotics Applied to Posture Control of Humanoids and HumansVittorio Lippi, Christoph Maurer, Thomas Mergner. 579-585 [doi]
• Applying Automated Machine Learning to Improve Budget Estimates for a Naval Fleet Maintenance FacilityCheryl Eisler, Mikayla Holmes. 586-593 [doi]
• Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic CameraBeerend Gerats, Henri Bouma, Wouter Uijens, Gwenn Englebienne, Luuk J. Spreeuwers. 594-601 [doi]
• Time-First Tracking: An Efficient Multiple-Object Tracking Architecture for Dynamic Surveillance EnvironmentsJoachim Lohn-Jaramillo, Khari Jarrett, Laura E. Ray, Richard Granger, Elijah F. W. Bowen. 602-611 [doi]
• Object Detection and Text Recognition in Large-scale Technical DrawingsTrang M. Nguyen, Long Van Pham, Chien Chu Nguyen, Vinh van Nguyen. 612-619 [doi]
• Graph Convolution Networks for Cell SegmentationSachin Bahade, Michael Edwards, Xianghua Xie. 620-627 [doi]
• Experimental Application of a Japanese Historical Document Image Synthesis Method to Text Line SegmentationNaoto Inuzuka, Tetsuya Suzuki. 628-634 [doi]
• A High Accuracy Text Detection Model of Newly Constructing and Training StrategiesKha Cong Nguyen, Ryosuke Odate. 635-642 [doi]