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ORCID8th ICPRAM 2019: Prague, Czech Republic
- Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred:
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2019, Prague, Czech Republic, February 19-21, 2019. SciTePress 2019, ISBN 978-989-758-351-3
Invited Speakers
- Bram van Ginneken:
Deep Learning in Image Diagnostics: Recent Results and Outlook. ICPRAM 2019: 5 - Michal Irani:
Unsupervised Internal Learning. ICPRAM 2019: 7 - Davide Maltoni:
Double-identity Biometrics. ICPRAM 2019: 9
Papers
- Thomas Pinetz
, Johannes Ruisz, Daniel Soukup:
Actual Impact of GAN Augmentation on CNN Classification Performance. 15-23 - Marcus Valtonen Örnhag, Mårten Wadenbäck:
Planar Motion Bundle Adjustment. 24-31 - Ha Q. Nguyen, Dat T. Ngo, Van Long Do:
Deep Learning for Radar Pulse Detection. 32-39 - Marcus Valtonen Örnhag:
Fast Non-minimal Solvers for Planar Motion Compatible Homographies. 40-51 - Corrado Grappiolo, Eline Verwielen, Nils Noorman:
The Growing N-Gram Algorithm: A Novel Approach to String Clustering. 52-63 - Jerico Moeyersons, Brecht Verhoeve, Pieter-Jan Maenhaut, Bruno Volckaert, Filip De Turck:
Pluggable Drone Imaging Analysis Framework for Mob Detection during Open-air Events. 64-72 - Simyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak:
BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. 73-82 - Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke:
Eliminating Noise in the Matrix Profile. 83-93 - Sahar Qaadan, Merlin Schüler, Tobias Glasmachers:
Dual SVM Training on a Budget. 94-106 - Sofia Marino, Pierre Beauseroy, André Smolarz:
Deep Learning-based Method for Classifying and Localizing Potato Blemishes. 107-117 - Shengkun Xie, Anna T. Lawniczak:
Feature Extraction of Epileptic EEG in Spectral Domain via Functional Data Analysis. 118-127 - Manex Serras, María Inés Torres, Arantza del Pozo:
Goal-conditioned User Modeling for Dialogue Systems using Stochastic Bi-Automata. 128-134 - Yehezkel S. Resheff, Itay Lieder, Tom Hope:
All Together Now! The Benefits of Adaptively Fusing Pre-trained Deep Representations. 135-144 - Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel:
Removal of Historical Document Degradations using Conditional GANs. 145-154 - Tugba Usta, Enes Burak Dündar, Emin Erkan Korkmaz:
A Cellular Automata based Classification Algorithm. 155-162 - Rohit Rahul, Shubham Paliwal, Monika Sharma, Lovekesh Vig:
Automatic Information Extraction from Piping and Instrumentation Diagrams. 163-172 - Yasunobu Imamura, Naoya Higuchi, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama:
Annealing by Increasing Resampling in the Unified View of Simulated Annealing. 173-180 - Genta Ishikawa, Rong Xu, Jun Ohya, Hiroyasu Iwata:
Detecting a Fetus in Ultrasound Images using Grad CAM and Locating the Fetus in the Uterus. 181-189 - Hiroki Fujie, Keiju Hirata, Takahiro Horigome, Hiroshi Nagahashi, Jun Ohya, Manabu Tamura, Ken Masamune, Yoshihiro Muragaki:
Detecting and Tracking Surgical Tools for Recognizing Phases of the Awake Brain Tumor Removal Surgery. 190-199 - Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Gasparetto, Andrea Torsello:
Stochastic Phase Estimation and Unwrapping. 200-209 - Arthur Chambon, Frédéric Lardeux, Frédéric Saubion, Tristan Boureau:
Accelerated Algorithm for Computation of All Prime Patterns in Logical Analysis of Data. 210-220 - Jeroen Manders, Twan van Laarhoven, Elena Marchiori:
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation. 221-231 - Martin Torstensson, Boris Durán, Cristofer Englund:
Using Recurrent Neural Networks for Action and Intention Recognition of Car Drivers. 232-242 - Sebastian Buschjäger, Thomas Liebig, Katharina Morik:
Gaussian Model Trees for Traffic Imputation. 243-254 - Mirko Marras, Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Gianni Fenu:
AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot Interaction. 255-265 - Una Radojicic, Rudolf Scitovski, Kristian Sabo:
A Fast and Efficient Method for Solving the Multiple Closed Curve Detection Problem. 269-276 - Salwan Alwan, Jean-Marc Le Caillec, Gerard Le Meur:
Detection of Primitives in Engineering Drawing using Genetic Algorithm. 277-282 - Hasan Almassri, Tim Dackermann, Norbert Haala:
mDBSCAN: Real Time Superpixel Segmentation by DBSCAN Clustering based on Boundary Term. 283-291 - Chuan Kai Wang, Long-Wen Chang:
Semantic Segmentation via Global Convolutional Network and Concatenated Feature Maps. 292-297 - Lu Tian, Ranran Huang, Yu Wang:
Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification. 298-306 - Tobias Brosch, Ahmed Elshaarany:
Object Detection and Classification on Heterogeneous Datasets. 307-312 - Ha P. K. Nguyen, Ha Q. Nguyen, Dat T. Ngo:
Deep Learning for Pulse Repetition Interval Classification. 313-319 - Rune Wetteland, Kjersti Engan, Trygve Eftestøl, Vebjørn Kvikstad, Emilius A. M. Janssen:
Multiclass Tissue Classification of Whole-Slide Histological Images using Convolutional Neural Networks. 320-327 - Eran Notkin, Tomer Cohen, Akiva Novoselsky:
Classification of Ground Moving Radar Targets with RBF Neural Networks. 328-333 - Margarita Zaleshina, Alexander Zaleshin:
Flock Patterns When Pigeons Fly over Terrain with Different Properties. 334-341 - Abdulrahman Alruban, Hind Alobaidi, Nathan L. Clarke, Fudong Li:
Physical Activity Recognition by Utilising Smartphone Sensor Signals. 342-351 - Jaeseok Choi, Kyoungmin Lee, Jisoo Jeong, Nojun Kwak:
Two-layer Residual Feature Fusion for Object Detection. 352-359 - Praveen Kumar Badimala Giridhara, Chinmaya Mishra, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel:
A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. 360-367 - Mathieu Pagé Fortin, Brahim Chaib-draa:
Multimodal Sentiment Analysis: A Multitask Learning Approach. 368-376 - Khari Jarrett, Joachim Lohn-Jaramillo, Elijah F. W. Bowen, Laura E. Ray, Richard Granger:
Feedforward and Feedback Processing of Spatiotemporal Tubes for Efficient Object Localization. 377-387 - Anna Karen Gárate-Escamilla, Amir Hajjam El Hassani, Emmanuel Andres:
Dimensionality Reduction in Supervised Models-based for Heart Failure Prediction. 388-395 - Pranita Pradhan, Tobias Meyer, Michael Vieth, Andreas Stallmach, Maximilian Waldner, Michael Schmitt, Jürgen Popp, Thomas Bocklitz:
Semantic Segmentation of Non-linear Multimodal Images for Disease Grading of Inflammatory Bowel Disease: A SegNet-based Application. 396-405 - Azusa Sawada, Takashi Shibata:
Overcoming Labeling Ability for Latent Positives: Automatic Label Correction along Data Series. 406-413 - Fuma Horie, Hideaki Goto:
Japanese Scene Character Recognition using Random Image Feature and Ensemble Scheme. 414-420 - Konstantin Trambitckii, Katharina Anding, Lilli Haar, Gunther Notni:
Estimation of Correlation between Texture Features and Surface Parameters for Milled Metal Parts. 421-428 - Kripasindhu Sarkar, Didier Stricker:
Simple Domain Adaptation for CAD based Object Recognition. 429-437 - Floris van Beers, Arvid Lindström, Emmanuel Okafor, Marco A. Wiering:
Deep Neural Networks with Intersection over Union Loss for Binary Image Segmentation. 438-445 - Avish Kabra, Yuji Iwahori, Hiroyasu Usami, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai:
Polyp Classification and Clustering from Endoscopic Images using Competitive and Convolutional Neural Networks. 446-452 - Ahmad Qudaimat, Hasan Demirel:
Sparse l2-norm Regularized Regression for Face Recognition. 453-458 - Piotr S. Maciag, Robert Bembenik:
A Novel Breadth-first Strategy Algorithm for Discovering Sequential Patterns from Spatio-temporal Data. 459-466 - Chanjin Seo, Masato Sabanai, Hiroyuki Ogata, Jun Ohya:
Understanding Sprinting Motion Skills using Unsupervised Learning for Stepwise Skill Improvements of Running Motion. 467-475 - Yehezkel S. Resheff, Yanai Elazar, Moni Shahar, Oren Sar Shalom:
Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations. 476-482 - C. Chahla, Hichem Snoussi, Leïla Merghem, Moez Esseghir:
A Novel Approach for Anomaly Detection in Power Consumption Data. 483-490 - Oduwa Edo-Osagie, Beatriz de la Iglesia, Iain Lake, Obaghe Edeghere:
Deep Learning for Relevance Filtering in Syndromic Surveillance: A Case Study in Asthma/Difficulty Breathing. 491-500 - Seiya Satoh, Ryohei Nakano:
Faster RBF Network Learning Utilizing Singular Regions. 501-508 - Ryohei Nakano, Seiya Satoh:
Mixture of Multilayer Perceptron Regressions. 509-516 - Peiyu Kang, Yonggang Lu, Diqi Pan, Wenjie Guo:
Improving the Dictionary Construction in Sparse Representation using PCANet for Face Recognition. 517-523 - Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel:
Document Image Dewarping using Deep Learning. 524-531 - Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas:
Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique. 532-539 - Naoya Higuchi, Yasunobu Imamura, Tetsuji Kuboyama, Kouichi Hirata, Takeshi Shinohara:
Fast Nearest Neighbor Search with Narrow 16-bit Sketch. 540-547 - Xu Yang, José Gaspar, Wei Ke, Chan-Tong Lam, Yanwei Zheng, Weng Hong Lou, Yapeng Wang:
Pedestrian Similarity Extraction to Improve People Counting Accuracy. 548-555 - Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel:
A Robust Page Frame Detection Method for Complex Historical Document Images. 556-564 - Gizem Aras, Gülsah Ayhan, Mehmet Ali Sarikaya, A. Aylin Tokuç, Cemal Okan Sakar:
Forecasting Hotel Room Sales within Online Travel Agencies by Combining Multiple Feature Sets. 565-573 - Zhongguo Li, Anders Heyden, Magnus Oskarsson:
Template based Human Pose and Shape Estimation from a Single RGB-D Image. 574-581 - Lilli Haar, Katharina Anding, Konstantin Trambitckii, Gunther Notni:
Comparison between Supervised and Unsupervised Feature Selection Methods. 582-589 - Kohei Muraka, Takuya Yoshino, Kouichi Hirata:
Vertical and Horizontal Distances to Approximate Edit Distance for Rooted Labeled Caterpillars. 590-597 - Edgar Acuña, Velcy Palomino, José Agosto, Rémi Mégret, Tugrul Giray, Alberto Prado, Cédric Alaux, Yves Le Conte:
Clustering Honeybees by Its Daily Activity. 598-604 - Eman Ahmed, Reda A. El-Khoribi, Alexandre Muzy, Gilles Bernot, Gamal Darwish:
Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models. 605-612 - Rishabh Madan, Deepank Agrawal, Shreyas Kowshik, Harsh Maheshwari, Siddhant Agarwal, Debashish Chakravarty:
Traffic Sign Classification using Hybrid HOG-SURF Features and Convolutional Neural Networks. 613-620 - Tülin Çakmak, Ahmet Tekin, Çagla Senel, Tugba Çoban, Zeynep Eda Uran, Cemal Okan Sakar:
Accurate Prediction of Advertisement Clicks based on Impression and Click-Through Rate using Extreme Gradient Boosting. 621-629 - M. Jazouli, J. Wadsworth, Pascal Matsakis:
Normalization of the Histogram of Forces. 630-639 - Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Andrea Torsello:
Robust Cylinder Estimation in Point Clouds from Pairwise Axes Similarities. 640-647 - Chiara Galdi, Frank Hartung, Jean-Luc Dugelay:
SOCRatES: A Database of Realistic Data for SOurce Camera REcognition on Smartphones. 648-655 - Piotr S. Maciag:
A Framework for Discovering Frequent Event Graphs from Uncertain Event-based Spatio-temporal Data. 656-663 - Thomas Konidaris, Volker Märgner, Hussein Adnan Mohammed, H. Siegfried Stiehl:
Efficient Keypoint Reduction for Document Image Matching. 664-670 - Kevin R. Keane:
Portfolio Variance Constraints. ICPRAM 2019: 671-682 - Jirí Filip, Radomír Vávra, Frank J. Maile, Bill Eibon:
Image-based Discrimination and Spatial Non-uniformity Analysis of Effect Coatings. 683-690 - Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott:
Measuring the Data Efficiency of Deep Learning Methods. 691-698 - Mikio Mizukami, Kouichi Hirata, Tetsuji Kuboyama:
Bipartite Edge Correlation Clustering: Finding an Edge Biclique Partition from a Bipartite Graph with Minimum Disagreement. 699-706 - Dibet Garcia Gonzalez, Nelson Alves, Ricardo Figueiredo, Pedro Maia, Miguel López:
Automated Vision System for Cutting Fixed-weight or Fixed-length Frozen Fish Portions. 707-714 - Alexei Yu. Uteshev, Marina V. Goncharova:
Approximation of the Distance from a Point to an Algebraic Manifold. 715-720 - Jing Liu, Wei Li, Zhicheng Liu, Ziqi Zhu:
Dynamic Texture Modeling based on Dynamic Convolution Autoencoder. ICPRAM 2019: 721-727 - Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo:
3D Face Reconstruction from RGB-D Data by Morphable Model to Point Cloud Dense Fitting. 728-735 - Takaya Kawakatsu, Kenro Aihara, Atsuhiro Takasu, Jun Adachi:
Adversarial Media-fusion Approach to Strain Prediction for Bridges. 736-743 - Daniil Osokin:
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose. 744-748 - Dona Valy, Michel Verleysen, Sophea Chhun:
Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model. 749-756 - Yago Diez, Toya Suzuki, Màrius Vila, Katsushi Waki:
Computer Vision and Deep Learning Tools for the Automatic Processing of Wasan Documents. 757-765 - Joaquín García-Gómez, Marta Bautista-Durán, Roberto Gil-Pita, Inma Mohino-Herranz, Miguel Aguilar-Ortega, César Clares-Crespo:
Cost-constrained Drone Presence Detection through Smart Sound Processing. 766-772 - Jyoti Nigam, Renu M. Rameshan:
Predicting Group Convergence in Egocentric Videos. 773-777 - Manish Agnihotri, Aditya Rathod, Daksh Thapar, Gaurav Jaswal, Kamlesh Tiwari, Aditya Nigam:
Learning Domain Specific Features using Convolutional Autoencoder: A Vein Authentication Case Study using Siamese Triplet Loss Network. 778-785 - Gaurav Jaswal, Shreyas Malakarjun Patil, Kamlesh Tiwari, Aditya Nigam:
HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation Network. 786-793 - Ashwin Devanga, Koichiro Yamauchi:
Collaborative Learning of Human and Computer: Supervised Actor-Critic based Collaboration Scheme. 794-801 - John Alejandro Castro-Vargas, Brayan S. Zapata-Impata, Pablo Gil, José García Rodríguez, Fernando Torres Medina:
3DCNN Performance in Hand Gesture Recognition Applied to Robot Arm Interaction. 802-806 - Kenneth Batstone, Magnus Oskarsson, Kalle Åström:
Collaborative Merging of Radio SLAM Maps in View of Crowd-sourced Data Acquisition and Big Data. 807-813 - Viacheslav E. Antsiperov:
Machine Learning Approach to the Synthesis of Identification Procedures for Modern Photon-Counting Sensors. 814-821 - Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. 822-829 - Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini:
Using Stigmergy as a Computational Memory in the Design of Recurrent Neural Networks. 830-836 - Mario G. C. A. Cimino, Massimiliano Lega, Manilo Monaco, Gigliola Vaglini:
Adaptive Exploration of a UAVs Swarm for Distributed Targets Detection and Tracking. 837-844 - Matija Buric, Miran Pobar, Marina Ivasic-Kos:
Adapting YOLO Network for Ball and Player Detection. 845-851 - Siavash Ghiasvand:
uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems. 852-859 - Jyoti Nigam, Srishti Barahpuriya, Renu M. Rameshan:
Analyzing the Linear and Nonlinear Transformations of AlexNet to Gain Insight into Its Performance. 860-865 - Amal Saadallah, Nico Piatkowski, Felix Finkeldey, Petra Wiederkehr, Katharina Morik:
Learning Ensembles in the Presence of Imbalanced Classes. 866-873 - Thomas Bocklitz:
Understanding of Non-linear Parametric Regression and Classification Models: A Taylor Series based Approach. 874-880 - Dara Pir:
Cascaded Acoustic Group and Individual Feature Selection for Recognition of Food Likability. 881-886 - Prakruti Bhatt, Sanat Sarangi, Srinivasu Pappula:
Unsupervised Image Segmentation using Convolutional Neural Networks for Automated Crop Monitoring. 887-893 - Prakruti Bhatt, Sanat Sarangi, Anshul Shivhare, Dineshkumar Singh, Srinivasu Pappula:
Identification of Diseases in Corn Leaves using Convolutional Neural Networks and Boosting. 894-899 - Marco Filax, Tim Gonschorek, Frank Ortmeier:
Data for Image Recognition Tasks: An Efficient Tool for Fine-Grained Annotations. 900-907 - Johannes Steffen, Georg Hille, Klaus Tönnies:
Automatic Perception Enhancement for Simulated Retinal Implants. 908-914 - Gorjan Popovski, Stefan Kochev, Barbara Korousic-Seljak, Tome Eftimov:
FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction. 915-922
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