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ORCID10th ICPRAM 2021
- Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred:
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2021, Online Streaming, February 4-6, 2021. SCITEPRESS 2021, ISBN 978-989-758-486-2
Invited Speakers
- Julian Fiérrez:
Biases, Discrimination, and Fairness in Biometrics and Beyond. ICPRAM 2021: 5 - Cornelia Fermüller:
3D Motion Analysis with Event-based Sensors. ICPRAM 2021: 7 - Marco Gori:
The Principle of Least Cognitive Action in Vision. ICPRAM 2021: 9
Theory and Methods
- Yanhong Liu, Fengming Cao:
Self-adaptive Norm Update for Faster Gradient-based L2 Adversarial Attacks and Defenses. 15-24 - Frederik Hasecke, Lukas Hahn, Anton Kummert:
FLIC: Fast Lidar Image Clustering. 25-35 - Chen Jiang, Yefan Jiang, Zhangxing Bian, Fan Yang, Siyu Xia:
Multi-level Feature Selection for Oriented Object Detection. 36-43 - Valeria Chiesa, Chiara Galdi, Jean-Luc Dugelay:
Demonstrating the Vulnerability of RGB-D based Face Recognition to GAN-generated Depth-map Injection. 44-50 - Pascal Colling, Lutz Roese-Koerner, Hanno Gottschalk, Matthias Rottmann:
MetaBox+: A New Region based Active Learning Method for Semantic Segmentation using Priority Maps. 51-62 - Shinnosuke Isobe, Satoshi Tamura, Satoru Hayamizu:
Speech Recognition using Deep Canonical Correlation Analysis in Noisy Environments. 63-70 - Floris van Beers:
Capsule Networks with Intersection over Union Loss for Binary Image Segmentation. 71-78 - Gavneet Singh Chadha, Jan Niclas Reimann, Andreas Schwung:
Generalized Dilation Structures in Convolutional Neural Networks. 79-88 - Amirhossein Dadashzadeh, Alan L. Whone, Michal Rolinski, Majid Mirmehdi:
Exploring Motion Boundaries in an End-to-End Network for Vision-based Parkinson's Severity Assessment. 89-97 - Damir Dobric, Andreas Pech, Bogdan Ghita, Thomas Wennekers:
Improved HTM Spatial Pooler with Homeostatic Plasticity Control. 98-106 - Savvas Karatsiolis, Andreas Kamilaris
:
Converting Image Labels to Meaningful and Information-rich Embeddings. 107-119 - Max Menne, Merlin Schüler, Laurenz Wiskott:
Exploring Slow Feature Analysis for Extracting Generative Latent Factors. 120-131 - Yaman Kindap:
State Tracking in the Presence of Heavy-tailed Observations. 135-142 - Alexei M. Mikhailov, Mikhail F. Karavay:
Indextron. 143-149 - Adrian Prochaska, Julien Pillas, Bernard Bäker:
Active Output Selection Strategies for Multiple Learning Regression Models. 150-157 - Patrick Weyers, Anton Kummert:
Continuous Driver Activity Recognition from Short Isolated Action Sequences. 158-165 - Chun-Xia Zhang, Xiaoli Wei, Sang-Woon Kim:
Empirical Evaluation on Utilizing CNN-features for Seismic Patch Classification. 166-173 - Norbert Mitschke, Yunou Ji, Michael Heizmann:
Task Specific Image Enhancement for Improving the Accuracy of CNNs. 174-181 - Yaru Li, Yue Xi, Yonggang Lu:
Improving the Grid-based Clustering by Identifying Cluster Center Nodes and Boundary Nodes Adaptively. 182-189 - Yuqi Zhang, Yuyang Xie, Linfeng Luo, Fengming Cao:
Revisiting the Deformable Convolution by Visualization. 190-195 - Reza Marzban, Christopher Crick:
Interpreting Convolutional Networks Trained on Textual Data. 196-203 - Mouad Bensouilah, Mohamed Nadjib Zennir, Mokhtar Taffar:
An ALPR System-based Deep Networks for the Detection and Recognition. 204-211 - Niharika Gauraha, Ola Spjuth:
Synergy Conformal Prediction for Regression. 212-221 - Olivier Parisot, Thomas Tamisier:
Automated Machine Learning for Wind Farms Location. 222-227 - Reza Marzban, Christopher Crick:
Lifting Sequence Length Limitations of NLP Models using Autoencoders. 228-235 - Arvind Srinivasan, Aprameya Bharadwaj, Manasa Sathyan, S. Natarajan:
Optimization of Image Embeddings for Few Shot Learning. 236-242 - Lisa Gutzeit:
A Comparison of Few-shot Classification of Human Movement Trajectories. 243-250 - Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, Kerstin Borras, Dirk Krücker:
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case. 251-258 - Abhilash Reddy Shankarampeta, Koichiro Yamauchi:
Few-Shot Class Incremental Learning with Generative Feature Replay. 259-267 - James Pope, Mark Terwilliger:
Seam Carving for Image Classification Privacy. 268-274 - Rajath S, Sumukh K. Aithal, Natarajan Subramanyam:
Domain Shift in Capsule Networks. 275-278 - Afonso Costa, André L. Ferreira, João M. Fernandes:
Web based Object Annotation Tool using a Triplet-ReID Sorting Approach. 279-286 - Hichem Bengacemi, Abdenour Hacine-Gharbi, Philippe Ravier, Karim Abed-Meraim, Olivier Buttelli:
Surface EMG Signal Classification for Parkinson's Disease using WCC Descriptor and ANN Classifier. 287-294 - Mark Sokolov, Nic Herndon:
Predicting Malware Attacks using Machine Learning and AutoAI. 295-301 - Olaf Flak:
Knowledge Acquisition on Team Management Aimed at Automation with Use of the System of Organizational Terms. 302-311 - Michael P. Kenning, Jingjing Deng, Michael Edwards, Xianghua Xie:
Locating Datacenter Link Faults with a Directed Graph Convolutional Neural Network. 312-320 - Nirach Romyen, Sureeporn Nualnim, Maleerat Maliyaem, Pudsadee Boonrawd, Kanchana Viriyapant, Tongpool Heeptaisong:
Opinion Mining using TRC Techniques. 321-326 - Siegfried Delannoy, Émilie Poisson Caillault, André Bigand, Kevin Rousseeuw:
Symbolic Translation of Time Series using Piecewise N-gram Similarity Voting. 327-333 - Rima Touahria, Abdenour Hacine-Gharbi, Philippe Ravier:
Discrete Wavelet based Features for PCG Signal Classification using Hidden Markov Models. 334-340 - Viacheslav E. Antsiperov:
New Maximum Similarity Method for Object Identification in Photon Counting Imaging. 341-348 - Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary:
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. 349-356 - Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou:
A Spatial-temporal Graph based Hybrid Infectious Disease Model with Application to COVID-19. ICPRAM 2021: 357-364 - Artur J. Ferreira, Mário A. T. Figueiredo:
On the Improvement of Feature Selection Techniques: The Fitness Filter. 365-372
Applications
- Zelin Zhang, Jun Ohya:
Movement Control with Vehicle-to-Vehicle Communication by using End-to-End Deep Learning for Autonomous Driving. 377-385 - Bálint Gyarmathy, Bálint Mucsányi, Ádám Czapp, Dávid Szilágyi, Balázs Pintér:
Flexcoder: Practical Program Synthesis with Flexible Input Lengths and Expressive Lambda Functions. ICPRAM 2021: 386-395 - Chuong H. Nguyen, Thuy C. Nguyen, Anh H. Vo, Yamazaki Masayuki:
Single Stage Class Agnostic Common Object Detection: A Simple Baseline. 396-407 - Jiyong Oh, Kil-Taek Lim, Yun-Su Chung:
TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory Classification. 408-416 - Derrick Timmerman, Guru Swaroop Bennabhaktula, Enrique Alegre, George Azzopardi:
Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet. 417-425 - Nan Jiang, Yaqing Hou, Dongsheng Zhou, Pengfei Wang, Jianxin Zhang, Qiang Zhang:
Weakly Supervised Gleason Grading of Prostate Cancer Slides using Graph Neural Network. 426-434 - Birhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker:
A Blended Attention-CTC Network Architecture for Amharic Text-image Recognition. 435-441 - Atitaya Yakaew, Matthew N. Dailey, Teeradaj Racharak:
Multimodal Sentiment Analysis on Video Streams using Lightweight Deep Neural Networks. ICPRAM 2021: 442-451 - Majedaldein Almahasneh, Adeline Paiement, Xianghua Xie, Jean Aboudarham:
Active Region Detection in Multi-spectral Solar Images. 452-459 - Oliver Rippel, Maximilian Müller, Andreas Münkel, Thomas Gries, Dorit Merhof:
Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection. 463-470 - Qi Dang, Heydar Maboudi Afkham, Oskar Juhlin:
Garment Detection in Catwalk Videos. 471-479 - Xiang Zhang, Yonggang Lu, Jiani Liu:
Object Tracking using Correction Filter Method with Adaptive Feature Selection. 480-487 - Dhanunjaya Mitta, Soumick Chatterjee, Oliver Speck, Andreas Nürnberger:
Upgraded W-Net with Attention Gates and Its Application in Unsupervised 3D Liver Segmentation. 488-494 - Pranita Pradhan, Katharina Köhler, Shuxia Guo, Olga Rosin, Jürgen Popp, Axel Niendorf, Thomas Bocklitz:
Data Fusion of Histological and Immunohistochemical Image Data for Breast Cancer Diagnostics using Transfer Learning. 495-506 - 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:
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. 507-514 - Soma Ghosh, Renu Rameshan, Dileep Aroor Dinesh:
An Empirical Study on Machine Learning Models for Potato Leaf Disease Classification using RGB Images. 515-522 - Marcin Michalak, Lukasz Wawrowski, Marek Sikora, Rafal Kurianowicz, Artur Kozlowski, Andrzej Bialas:
Outlier Detection in Network Traffic Monitoring. 523-530 - Masato Sabanai, Chanjin Seo, Hiroyuki Ogata, Jun Ohya:
Quantitative Method for Evaluating the Coordination between Sprinting Motions using Joint Coordinates Obtained from the Videos and Cross-correlations. 531-539 - Vittorio Lippi:
Deep Learning based Model Identification System Exploits the Modular Structure of a Bio-inspired Posture Control Model for Humans and Humanoids. 540-547 - Samuel Zammit, Fiona Sammut, David Suda:
Common Topic Identification in Online Maltese News Portal Comments. 548-555 - Ingo Glaser, Shabnam Sadegharmaki, Basil Komboz, Florian Matthes:
Data Scarcity: Methods to Improve the Quality of Text Classification. 556-564 - Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat:
Automated Detection of COVID-19 from CT Scans using Convolutional Neural Networks. 565-570 - Yin Bao, Yasseen Almakady, Sasan Mahmoodi:
Automatic Diagnosis of COPD in Lung CT Images based on Multi-View DCNN. 571-578 - Vittorio Lippi, Christoph Maurer, Thomas Mergner:
The Importance of Models in Data Analysis with Small Human Movement Datasets: Inspirations from Neurorobotics Applied to Posture Control of Humanoids and Humans. 579-585 - Cheryl Eisler, Mikayla Holmes:
Applying Automated Machine Learning to Improve Budget Estimates for a Naval Fleet Maintenance Facility. 586-593 - Beerend G. A. Gerats, Henri Bouma, Wouter Uijens, Gwenn Englebienne, Luuk J. Spreeuwers:
Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera. 594-601 - Joachim Lohn-Jaramillo, Khari Jarrett, Laura E. Ray, Richard Granger, Elijah F. W. Bowen:
Time-First Tracking: An Efficient Multiple-Object Tracking Architecture for Dynamic Surveillance Environments. 602-611 - Trang M. Nguyen, Long Van Pham, Chien Chu Nguyen, Vinh Van Nguyen:
Object Detection and Text Recognition in Large-scale Technical Drawings. 612-619 - Sachin Bahade, Michael Edwards, Xianghua Xie:
Graph Convolution Networks for Cell Segmentation. 620-627 - Naoto Inuzuka, Tetsuya Suzuki:
Experimental Application of a Japanese Historical Document Image Synthesis Method to Text Line Segmentation. 628-634 - Kha Cong Nguyen, Ryosuke Odate:
A High Accuracy Text Detection Model of Newly Constructing and Training Strategies. 635-642
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