ICPRAM C

82 papers

YearTitle / Authors
20202D Orientation and Grasp Point Computation for Bin Picking in Overhaul Processes.
Sajjad Taheritanjani, Juan Haladjian, Thomas Neumaier, Zardosht Hodaie, Bernd Bruegge
2020A Hierarchical Convolution Neural Network Scheme for Radar Pulse Detection.
Van Long Do, Ha Phan Khanh Nguyen, Dat Thanh Ngo, Ha Quy Nguyen
2020A Low Cost Electronic Nose with a GMM-UBM Approach for Wood Species Verification.
Naren Mantilla-Ramirez, Homero Ortega-Boada, Milton Sarria Paja, Alexander Sepúlveda-Sepúlveda
2020A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic Signals.
Keren Hochman, Amir Averbuch, Alon Schclar, Raid Saabni
2020A Method to Identify the Cause of Misrecognition for Offline Handwritten Japanese Character Recognition using Deep Learning.
Keiji Gyohten, Hidehiro Ohki, Toshiya Takami
2020A Neural Information Retrieval Approach for Résumé Searching in a Recruitment Agency.
Brandon Grech, David Suda
2020A New Diversity Maintenance Strategy based on the Double Granularity Grid for Multiobjective Optimization.
Junzhong Ji, Yannan Weng, Cuicui Yang
2020A Triplet-learnt Coarse-to-Fine Reranking for Vehicle Re-identification.
Efklidis Katsaros, Henri Bouma, Arthur van Rooijen, Elise Dusseldorp
2020Activation Adaptation in Neural Networks.
Farnoush Farhadi, Vahid Partovi Nia, Andrea Lodi
2020Activity Mining in a Smart Home from Sequential and Temporal Databases.
Josky Aïzan, Cina Motamed, Eugène C. Ezin
2020Aerial Radar Target Classification using Artificial Neural Networks.
Guy Ardon, Or Simko, Akiva Novoselsky
2020An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical Applications.
Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh
2020Analysing Risk of Coronary Heart Disease through Discriminative Neural Networks.
Ayush Khaneja, Siddharth Srivastava, Astha Rai, Amarjeet Singh Cheema, Praveen K. Srivastava
2020Automatic Classification of French Spontaneous Oral Speech into Injunction and No-injunction Classes.
Abdenour Hacine-Gharbi, Philippe Ravier
2020Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal Metastases.
Johannes Steffen, Georg Hille, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies
2020Comparison of Algorithms for Tree-top Detection in Drone Image Mosaics of Japanese Mixed Forests.
Yago Diez, Sarah Kentsch, Maximo Larry Lopez Caceres, Ha-Thanh Nguyen, Daniel Serrano, Ferran Roure
2020Computation of the f-Descriptor in the Case of 2D Vector Objects.
Jason Kemp, Tyler Laforet, Pascal Matsakis
2020DNNFG: DNN based on Fourier Transform Followed by Gabor Filtering for the Modular FER.
Sujata, Suman K. Mitra
2020Deep Learning Approach to Diabetic Retinopathy Detection.
Borys Tymchenko, Philip Marchenko, Dmitry Spodarets
2020Deep Learning Techniques for Dragonfly Action Recognition.
Martina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli, Monica Bianchini
2020Democratization of Artificial Intelligence (AI) to Small Scale Farmers: A Framework to Deploy AI Models to Tiny IoT Edges That Operate in Constrained Environments.
Chandrasekar Vuppalapati, Anitha Ilapakurti, Sharat Kedari, Jaya Shankar Vuppalapati, Santosh Kedari, Rajasekar Vuppalapati
2020Detecting Geckler Classification from Gram Stained Smears Images for Sputum.
Kazuki Hashimoto, Ryosuke Iida, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama
2020Detection System of Gram Types for Bacteria from Gram Stained Smears Images.
Ryosuke Iida, Kazuki Hashimoto, Kouichi Hirata, Kimiko Matsuoka, Shigeki Yokoyama
2020Detection of Privacy Disclosure in the Medical Domain: A Survey.
Bianca Buff, Joschka Kersting, Michaela Geierhos
2020Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise.
Guru Swaroop Bennabhaktula, Enrique Alegre, Dimka Karastoyanova, George Azzopardi
2020Exploring the Dependencies between Behavioral and Neuro-physiological Time-series Extracted from Conversations between Humans and Artificial Agents.
Youssef Hmamouche, Magalie Ochs, Laurent Prévot, Thierry Chaminade
2020Fast Fourier Transform based Force Histogram Computation for 3D Raster Data.
Jaspinder Kaur, Tyler Laforet, Pascal Matsakis
2020File Name Classification Approach to Identify Child Sexual Abuse.
Mhd Wesam Al-Nabki, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez
2020FotonNet: A Hardware-efficient Object Detection System using 3D-depth Segmentation and 2D-deep Neural Network Classifier.
Gurjeet Singh, Sun Miao, Shi Shi, Patrick Chiang
2020Frame Detection and Text Line Segmentation for Early Japanese Books Understanding.
Bing Lyu, Hiroyuki Tomiyama, Lin Meng
2020Goal-based Evaluation of Text Mining Results in an Industrial Use Case.
Jens Drawehn, Matthias Blohm, Maximilien Kintz, Monika Kochanowski
2020Guidelines for Effective Automatic Multiple Sclerosis Lesion Segmentation by Magnetic Resonance Imaging.
Giuseppe Placidi, Luigi Cinque, Matteo Polsinelli
2020Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.
Hossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo
2020Heavy Caterpillar Distances for Rooted Labeled Unordered Trees.
Nozomi Abe, Takuya Yoshino, Kouichi Hirata
2020Hierarchical Traffic Sign Recognition for Autonomous Driving.
Vartika Sengar, Renu M. Rameshan, Senthil Ponkumar
2020Hybrid Fuzzy Binning for Near-duplicate Image Retrieval: Combining Fuzzy Histograms and SIFT Keypoints.
Afra'a Ahmad Alyosef, Andreas Nürnberger
2020Identification of Sustainable Locations in Pigeon Flights using Flow Simulation Method.
Margarita Zaleshina, Alexander Zaleshin
2020Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous Data.
Fumito Ebuchi, Aiga Suzuki, Masahiro Murakawa
2020Improving Dialogue Smoothing with A-priori State Pruning.
Manex Serras, María Inés Torres, Arantza del Pozo
2020Integrating Generative Modeling into Deep Learning.
Max Welling
2020Interdependent Multi-task Learning for Simultaneous Segmentation and Detection.
Mahesh Reginthala, Yuji Iwahori, Manas Kamal Bhuyan, Yoshitsugu Hayashi, Witsarut Achariyaviriya, Boonserm Kijsirikul
2020Japanese Cursive Character Recognition for Efficient Transcription.
Kazuya Ueki, Tomoka Kojima
2020JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks.
N. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney
2020Learned and Hand-crafted Feature Fusion in Unit Ball for 3D Object Classification.
Sameera Ramasinghe, Salman H. Khan, Nick Barnes
2020Learning Question Similarity in CQA from References and Query-logs.
Alex Zhicharevich, Moni Shahar, Oren Sar Shalom
2020Loads Estimation using Deep Learning Techniques in Consumer Washing Machines.
Alexander Babichev, Vittorio Casagrande, Luca Della Schiava, Gianfranco Fenu, Imola Fodor, Enrico Marson, Felice Andrea Pellegrino, Gilberto Pin, Erica Salvato, Michele Toppano, Davide Zorzenon
2020Mediastinal Lymph Node Detection using Deep Learning.
Jayant P. Singh, Yuji Iwahori, Manas Kamal Bhuyan, Hiroyasu Usami, Taihei Oshiro, Yasuhiro Shimizu
2020Mosaic Images Segmentation using U-net.
Gianfranco Fenu, Eric Medvet, Daniele Panfilo, Felice Andrea Pellegrino
2020Multimodal Deep Denoising Convolutional Autoencoders for Pain Intensity Classification based on Physiological Signals.
Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker
2020Multiple Ellipse Detection by using RANSAC and DBSCAN Method.
Kristian Sabo, Rudolf Scitovski
2020Network of Steel: Neural Font Style Transfer from Heavy Metal to Corporate Logos.
Aram Ter-Sarkisov
2020New Commercial Representation for Cattle Information Gathering.
Jorge Navarro, Isaac Martín de Diego, Karen Príncipe-Aguirre, María Jesús Algar
2020On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural Networks.
Alessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
2020Person Identification based on Physiological Signals: Conditions and Risks.
Peter Bellmann, Patrick Thiam, Friedhelm Schwenker
2020Pitch-synchronous Discrete Cosine Transform Features for Speaker Identification and Verification.
Amit Meghanani, A. G. Ramakrishnan
2020Predicting Depression with Social Media Images.
Maxim Stankevich, Nikolay Ignatiev, Ivan V. Smirnov
2020Privacy-preserving Machine Learning for Multimedia Data.
Andrea Cavallaro
2020Private Body Part Detection using Deep Learning.
André Tabone, Alexandra Bonnici, Stefania Cristina, Reuben A. Farrugia, Kenneth P. Camilleri
2020Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, Valletta, Malta, February 22-24, 2020.
Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred
2020Radially Distorted Planar Motion Compatible Homographies.
Marcus Valtonen Örnhag
2020Real-time 3D Object Detection from Point Clouds using an RGB-D Camera.
Ya Wang, Shu Xu, Andreas Zell
2020Reinforcement Learning of Robot Behavior based on a Digital Twin.
Tobias Hassel, Oliver Hofmann
2020Sclera Segmentation using Spatial Kernel Fuzzy Clustering Methods.
M. S. Maheshan, B. S. Harish, S. V. Aruna Kumar
2020Segmentation of Moving Objects in Traffic Video Datasets.
Anusha Aswath, Renu Rameshan, Biju Krishnan, Senthil Ponkumar
2020Self-Training using Selection Network for Semi-supervised Learning.
Jisoo Jeong, Seungeui Lee, Nojun Kwak
2020Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling.
George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis
2020Simultaneous Flexible Keyword Detection and Text-dependent Speaker Recognition for Low-resource Devices.
Hiroshi Fujimura, Ning Ding, Daichi Hayakawa, Takehiko Kagoshima
2020Simultaneous Object Detection and Semantic Segmentation.
Niels Ole Salscheider
2020Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing.
Giuseppe Boccignone, Claudio de'Sperati, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti, Nicoletta Noceti, Francesca Odone
2020Structure Preserving Encoding of Non-euclidean Similarity Data.
Maximilian Münch, Christoph Raab, Michael Biehl, Frank-Michael Schleif
2020Subject-independent Pain Recognition using Physiological Signals and Para-linguistic Vocalizations.
Nadeen Shoukry, Omar Elkilany, Patrick Thiam, Viktor Kessler, Friedhelm Schwenker
2020Supervised Machine Learning and Feature Selection for a Document Analysis Application.
James Pope, Daniel Powers, J. A. (Jim) Connell, Milad Jasemi, David Taylor, Xenofon Fafoutis
2020The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images.
Daniel Soukup
2020Toward User-adaptive Visualizations.
Cristina Conati
2020Tracking Handball Players with the DeepSORT Algorithm.
Kristina Host, Marina Ivasic-Kos, Miran Pobar
2020Twitter Topic Progress Visualization using Micro-clustering.
Takako Hashimoto, Akira Kusaba, Dave Shepard, Tetsuji Kuboyama, Kilho Shin, Takeaki Uno
2020Use of Language Models for Document Stream Segmentation.
Chemseddine Neche, Yolande Belaïd, Abdel Belaïd
2020Using Automatic Features for Text-image Classification in Amharic Documents.
Birhanu Belay, Tewodros Habtegebrial, Gebeyehu Belay, Didier Stricker
2020Using DICOM Tags for Clustering Medical Radiology Images into Visually Similar Groups.
Teo Manojlovic, Dino Ilic, Damir Miletic, Ivan Stajduhar
2020Using Unsupervised Machine Learning for Plasma Etching Endpoint Detection.
Imen Chakroun, Thomas J. Ashby, Sayantan Das, Sandip Halder, Roel Wuyts, Wilfried Verachtert
2020Variational Inference of Dirichlet Process Mixture using Stochastic Gradient Ascent.
Kart-Leong Lim
2020What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-service Providers.
Joschka Kersting, Michaela Geierhos