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9th ICPRAM 2020: Valletta, Malta
- Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred:
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, Valletta, Malta, February 22-24, 2020. SCITEPRESS 2020, ISBN 978-989-758-397-1
Invited Speakers
- Andrea Cavallaro:
Privacy-preserving Machine Learning for Multimedia Data. ICPRAM 2020: 5 - Cristina Conati:
Toward User-adaptive Visualizations. ICPRAM 2020: 7 - Max Welling:
Integrating Generative Modeling into Deep Learning. ICPRAM 2020: 9
Theory and Methods
- Van Long Do, Ha Phan Khanh Nguyen, Dat Thanh Ngo, Ha Quy Nguyen:
A Hierarchical Convolution Neural Network Scheme for Radar Pulse Detection. 15-22 - Jisoo Jeong, Seungeui Lee, Nojun Kwak:
Self-Training using Selection Network for Semi-supervised Learning. 23-32 - Kart-Leong Lim:
Variational Inference of Dirichlet Process Mixture using Stochastic Gradient Ascent. 33-42 - Maximilian Münch, Christoph Raab, Michael Biehl
, Frank-Michael Schleif
Structure Preserving Encoding of Non-euclidean Similarity Data. 43-51 - Alessio Ansuini
On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural Networks. 52-59 - Jason Kemp
Computation of the f-Descriptor in the Case of 2D Vector Objects. 60-68 - Jaspinder Kaur, Tyler Laforet, Pascal Matsakis:
Fast Fourier Transform based Force Histogram Computation for 3D Raster Data. 69-74 - Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure
Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests. 75-87 - Junzhong Ji, Yannan Weng, Cuicui Yang:
A New Diversity Maintenance Strategy based on the Double Granularity Grid for Multiobjective Optimization. 88-95 - Johannes Steffen, Georg Hille, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies:
Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal Metastases. 96-102 - N. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney:
JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks. 103-114 - Sameera Ramasinghe, Salman H. Khan, Nick Barnes:
Learned and Hand-crafted Feature Fusion in Unit Ball for 3D Object Classification. 115-125 - Kristian Sabo, Rudolf Scitovski:
Multiple Ellipse Detection by using RANSAC and DBSCAN Method. 129-135 - Guy Ardon, Or Simko, Akiva Novoselsky:
Aerial Radar Target Classification using Artificial Neural Networks. 136-141 - Nadeen Shoukry
Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations. 142-150 - Fumito Ebuchi, Aiga Suzuki, Masahiro Murakawa:
Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous Data. 151-158 - Jayant P. Singh, Yuji Iwahori, Manas Kamal Bhuyan, Hiroyasu Usami
Mediastinal Lymph Node Detection using Deep Learning. 159-166 - Mahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul:
Interdependent Multi-task Learning for Simultaneous Segmentation and Detection. 167-174 - Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh:
An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical Applications. 175-182 - Jens Drawehn, Matthias Blohm, Maximilien Kintz, Monika Kochanowski:
Goal-based Evaluation of Text Mining Results in an Industrial Use Case. 183-191 - Keren Hochman, Amir Averbuch, Alon Schclar, Raid Saabni:
A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic Signals. 192-197 - Nozomi Abe, Takuya Yoshino, Kouichi Hirata:
Heavy Caterpillar Distances for Rooted Labeled Unordered Trees. 198-204 - André Tabone, Alexandra Bonnici, Stefania Cristina
Private Body Part Detection using Deep Learning. 205-211 - Sujata, Suman K. Mitra:
DNNFG: DNN based on Fourier Transform Followed by Gabor Filtering for the Modular FER. 212-219 - Chemseddine Neche, Yolande Belaïd, Abdel Belaïd:
Use of Language Models for Document Stream Segmentation. 220-227 - Mhd Wesam Al Nabki, Eduardo Fidalgo
File Name Classification Approach to Identify Child Sexual Abuse. 228-234 - Maxim Stankevich
Predicting Depression with Social Media Images. 235-240 - Afra'a Ahmad Alyosef, Andreas Nürnberger:
Hybrid Fuzzy Binning for Near-duplicate Image Retrieval: Combining Fuzzy Histograms and SIFT Keypoints. 241-248 - Farnoush Farhadi, Vahid Partovi Nia, Andrea Lodi:
Activation Adaptation in Neural Networks. 249-257
Applications
- Joschka Kersting, Michaela Geierhos:
What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-service Providers. 263-272 - Imen Chakroun, Thomas J. Ashby, Sayantan Das, Sandip Halder, Roel Wuyts, Wilfried Verachtert:
Using Unsupervised Machine Learning for Plasma Etching Endpoint Detection. 273-279 - Marcus Valtonen Örnhag
Radially Distorted Planar Motion Compatible Homographies. 280-288 - Patrick Thiam, Hans A. Kestler
Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals. 289-296 - Hiroshi Fujimura, Ning Ding, Daichi Hayakawa, Takehiko Kagoshima:
Simultaneous Flexible Keyword Detection and Text-dependent Speaker Recognition for Low-resource Devices. 297-307 - Vartika Sengar, Renu M. Rameshan, Senthil Ponkumar:
Hierarchical Traffic Sign Recognition for Autonomous Driving. 308-320 - Anusha Aswath, Renu Rameshan, Biju Krishnan, Senthil Ponkumar:
Segmentation of Moving Objects in Traffic Video Datasets. 321-332 - Naren Mantilla-Ramirez, Homero Ortega-Boada, Milton Sarria Paja, Alexander Sepúlveda-Sepúlveda:
A Low Cost Electronic Nose with a GMM-UBM Approach for Wood Species Verification. 333-341 - Alex Zhicharevich, Moni Shahar, Oren Sar Shalom:
Learning Question Similarity in CQA from References and Query-logs. 342-352 - Youssef Hmamouche, Magalie Ochs, Laurent Prévot
Exploring the Dependencies between Behavioral and Neuro-physiological Time-series Extracted from Conversations between Humans and Artificial Agents. 353-360 - George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris
Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. 361-369 - Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Person Identification based on Physiological Signals: Conditions and Risks. 373-380 - Tobias Hassel, Oliver Hofmann:
Reinforcement Learning of Robot Behavior based on a Digital Twin. 381-386 - Daniel Soukup:
The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images. 387-394 - Amit Meghanani, A. G. Ramakrishnan:
Pitch-synchronous Discrete Cosine Transform Features for Speaker Identification and Verification. 395-401 - Kazuya Ueki, Tomoka Kojima:
Japanese Cursive Character Recognition for Efficient Transcription. 402-406 - Ya Wang, Shu Xu, Andreas Zell:
Real-time 3D Object Detection from Point Clouds using an RGB-D Camera. 407-414 - James Pope, Daniel Powers, J. A. (Jim) Connell, Milad Jasemi, David Taylor, Xenofon Fafoutis:
Supervised Machine Learning and Feature Selection for a Document Analysis Application. 415-424 - Alexander Babichev, Vittorio Casagrande, Luca Della Schiava, Gianfranco Fenu, Imola Fodor, Enrico Marson, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Michele Toppano, Davide Zorzenon:
Loads Estimation using Deep Learning Techniques in Consumer Washing Machines. 425-432 - M. S. Maheshan, B. S. Harish, S. V. Aruna Kumar:
Sclera Segmentation using Spatial Kernel Fuzzy Clustering Methods. 433-439 - Birhanu Belay, Tewodros Habtegebrial, Gebeyehu Belay, Didier Stricker:
Using Automatic Features for Text-image Classification in Amharic Documents. 440-445 - Keiji Gyohten, Hidehiro Ohki, Toshiya Takami:
A Method to Identify the Cause of Misrecognition for Offline Handwritten Japanese Character Recognition using Deep Learning. 446-452 - Hossam Faris, Ibrahim Aljarah, Maria Habib
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context. 453-460 - Gurjeet Singh, Sun Miao, Shi Shi, Patrick Chiang:
FotonNet: A Hardware-efficient Object Detection System using 3D-depth Segmentation and 2D-deep Neural Network Classifier. 461-468 - Kazuki Hashimoto, Ryosuke Iida, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama:
Detecting Geckler Classification from Gram Stained Smears Images for Sputum. 469-476 - Ryosuke Iida, Kazuki Hashimoto, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama:
Detection System of Gram Types for Bacteria from Gram Stained Smears Images. 477-484 - Gianfranco Fenu, Eric Medvet, Daniele Panfilo, Felice Andrea Pellegrino:
Mosaic Images Segmentation using U-net. 485-492 - Sajjad Taheritanjani, Juan Haladjian, Thomas Neumaier, Zardosht Hodaie, Bernd Bruegge:
2D Orientation and Grasp Point Computation for Bin Picking in Overhaul Processes. 493-500 - Borys Tymchenko, Philip Marchenko, Dmitry Spodarets:
Deep Learning Approach to Diabetic Retinopathy Detection. 501-509 - Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar:
Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups. 510-517 - Efklidis Katsaros
A Triplet-learnt Coarse-to-Fine Reranking for Vehicle Re-identification. 518-525 - Jorge Navarro, Isaac Martín de Diego
New Commercial Representation for Cattle Information Gathering. 526-534 - Margarita Zaleshina
Identification of Sustainable Locations in Pigeon Flights using Flow Simulation Method. 535-541 - Josky Aïzan, Cina Motamed, Eugène C. Ezin:
Activity Mining in a Smart Home from Sequential and Temporal Databases. 542-547 - Giuseppe Boccignone, Claudio de'Sperati, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti, Nicoletta Noceti, Francesca Odone:
Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing. 548-554 - Niels Ole Salscheider:
Simultaneous Object Detection and Semantic Segmentation. 555-561 - Martina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli
Deep Learning Techniques for Dragonfly Action Recognition. 562-569 - Giuseppe Placidi, Luigi Cinque, Matteo Polsinelli
Guidelines for Effective Automatic Multiple Sclerosis Lesion Segmentation by Magnetic Resonance Imaging. 570-577 - Guru Swaroop Bennabhaktula
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise. 578-584 - Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno:
Twitter Topic Progress Visualization using Micro-clustering. 585-592 - Kristina Host, Marina Ivasic-Kos, Miran Pobar:
Tracking Handball Players with the DeepSORT Algorithm. 593-599 - Bing Lyu, Hiroyuki Tomiyama, Lin Meng:
Frame Detection and Text Line Segmentation for Early Japanese Books Understanding. 600-606 - Manex Serras, María Inés Torres
Improving Dialogue Smoothing with A-priori State Pruning. 607-614 - Ayush Khaneja, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava:
Analysing Risk of Coronary Heart Disease through Discriminative Neural Networks. 615-620 - Aram Ter-Sarkisov:
Network of Steel: Neural Font Style Transfer from Heavy Metal to Corporate Logos. 621-629 - Bianca Buff, Joschka Kersting, Michaela Geierhos:
Detection of Privacy Disclosure in the Medical Domain: A Survey. 630-637 - Abdenour Hacine-Gharbi
Automatic Classification of French Spontaneous Oral Speech into Injunction and No-injunction Classes. 638-644 - Brandon Grech, David Suda:
A Neural Information Retrieval Approach for Résumé Searching in a Recruitment Agency. 645-651 - Chandrasekar Vuppalapati, Anitha Ilapakurti, Sharat Kedari, Jaya Shankar Vuppalapati, Santosh Kedari, Rajasekar Vuppalapati:
Democratization of Artificial Intelligence (AI) to Small Scale Farmers: A Framework to Deploy AI Models to Tiny IoT Edges That Operate in Constrained Environments. 652-657
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