Название: Multimedia and Network Information Systems: Proceedings of the 11th International Conference MISSI 2018 Автор: Kazimierz Choro? (et al.) Издательство: Springer Год: 2018 ISBN: 9783319986777; 3319986775 Серия: Advances in Intelligent Systems and Computing (Book 833) Формат: pdf Страниц: 599 Размер: 71,4 mb Язык: English
These proceedings collect papers presented at the 11th International Conference on Multimedia & Network Information Systems (MISSI 2018), held from 12 to 14 September 2018 in Wroc?aw, Poland. The keynote lectures, given by four outstanding scientists, are also included here. The Conference attracted a great number of scientists from across Europe and beyond, and hosted the 6th International Workshop on Computational Intelligence for Multimedia Understanding as well as four special sessions.
The majority of the papers describe various artificial intelligence (AI) methods applied to multimedia and natural language (NL) processing; they address hot topics such as virtual and augmented reality, identity recognition, video summarization, intelligent audio processing, accessing multilingual information and opinions, video games, and innovations in Web technologies.
Accordingly, the proceedings provide a cutting-edge update on work being pursued in the rapidly evolving field of Multimedia and Internet Information Systems.
Identity Recognition by Incremental Learning Bimbo, Alberto (et al.) Pages 3-4
Modern Approaches to Multi-dimensional Visual Signals Analysis Cyganek, Bogus?aw Pages 5-6
New Applications of Sound and Vision Engineering Czy?ewski, Andrzej Pages 7-9
A Concept of Visual Knowledge Representation Jaworska, Tatiana Pages 13-22
Three-Dimensional Multi-resolution and Hardware Accelerated Compression for the Efficient Interactive Web Applications Dworak, Daniel (et al.) Pages 23-34
Using the Virtual Assistant Alexa as a Communication Channel for Road Traffic Situation Kereke?ov?, Vikt?ria (et al.) Pages 35-44
Application of the Sensor Fusion for the System to Track Human Upper Limb Motion Le?niczek, ?ukasz (et al.) Pages 45-55
Estimation of the Amount of Noise in Digital Images Using Finite Differences Kowalski, Janusz (et al.) Pages 56-66
Linear Filtering of Blurry Photos Kisilewicz, Jerzy Pages 67-76
A First Summarization System of a Video in a Target Language Sma?li, Kamel (et al.) Pages 77-88
Comparative Analysis of Accuracy of Fuzzy Clustering Methods Applied for Image Processing Yazdani, Hossein (et al.) Pages 89-98
An Efficient Method for Sign Language Recognition from Image Using Convolutional Neural Network Kotarski, Sebastian (et al.) Pages 99-108
Audio/Speech Coding Based on the Perceptual Sparse Representation of the Signal with DAE Neural Network Quantizer and Near-End Listening Enhancement Herasimovich, Vadzim (et al.) Pages 109-119
The Features and Functions of an Effective Multimedia Information Retrieval System (MMIR) Szulc, Jolanta Pages 120-128
YouTube Timed Metadata Enrichment Using a Collaborative Approach Pinto, Jos? Pedro (et al.) Pages 131-141
Improving the Responsiveness of Geospatial Web Applications Through Client-Side Processing ?roda, Kamila (et al.) Pages 142-150
Isotone Galois Connections and Generalized One-Sided Concept Lattices Butka, Peter (et al.) Pages 151-160
Transfer Learning in GMDH-Type Neural Networks Abdullahi, Aminu (et al.) Pages 161-169
Modelling of Taxi Dispatch Problem Using Heuristic Algorithms Adamczyk, Mateusz (et al.) Pages 170-179
Malware Detection Using Black-Box Neural Method Pieczy?ski, Dominik (et al.) Pages 180-189
Intrusion Detection and Risk Evaluation in Online Transactions Using Partitioning Methods Yazdani, Hossein (et al.) Pages 190-200
Prediction of Autism Severity Level in Bangladesh Using Fuzzy Logic: FIS and ANFIS Ahsan, Rahbar (et al.) Pages 201-210
A Framework for Analyzing Academic Data Hoang, Dinh Tuyen (et al.) Pages 213-223
Verifying Usefulness of Algorithms for WordNet Based Similarity Sense Disambiguation Kukla, El?bieta (et al.) Pages 224-235
Comparison of Paragram and Glove Results for Similarity Benchmarks Dutkiewicz, Jakub (et al.) Pages 236-248
Calculating Optimal Queries from the Query Relevance File Dutkiewicz, Jakub (et al.) Pages 249-259
Survey on Neural Machine Translation into Polish Wolk, Krzysztof (et al.) Pages 260-272
Multilingual and Intercultural Competence for ICT: Accessing and Assessing Electronic Information in the Global World Pikhart, Marcel Pages 273-278
Selection of Most Suitable Secondary School Alternative by Multi-Criteria Fuzzy Analytic Hierarchy Process Rahman, N. S. M. Rezaur (et al.) Pages 279-289
Comparison of the Novel Classification Methods on the Reuters-21578 Corpus Zdrojewska, Anna (et al.) Pages 290-299
Deep Learning Techniques for Visual Food Recognition on a Mobile App Bonis, Michele (et al.) Pages 303-312
To Identify Hot Spots in Power Lines Using Infrared and Visible Sensors Jalil, Bushra (et al.) Pages 313-321
Sparse Solution to Inverse Problem of Nonlinear Dimensionality Reduction Li, Honggui (et al.) Pages 322-331
Towards Structural Monitoring and 3D Documentation of Architectural Heritage Using UAV Germanese, Danila (et al.) Pages 332-342
Remote Sensing for Maritime Monitoring and Vessel Prompt Identification Reggiannini, Marco (et al.) Pages 343-352
Deep Learning Approach to Human Osteosarcoma Cell Detection and Classification D’Acunto, Mario (et al.) Pages 353-361
Detection of Suspicious Accounts on Twitter Using Word2Vec and Sentiment Analysis Conde-Cespedes, Patricia (et al.) Pages 362-371
A Hybrid CNN Approach for Single Image Depth Estimation: A Case Study Hars?nyi, K?roly (et al.) Pages 372-381
Cross-Lingual Speech-to-Text Summarization Linhares Pontes, Elvys (et al.) Pages 385-395
A Proposed Methodology for Subjective Evaluation of Video and Text Summarization Garcia-Zapirain, Begona (et al.) Pages 396-404
Collection, Analysis and Summarization of Video Content Ko?bia?, Arian (et al.) Pages 405-414
An Integrated AMIS Prototype for Automated Summarization and Translation of Newscasts and Reports Grega, Micha? (et al.) Pages 415-423
Evaluation of Multimedia Content Summarization Algorithms Komorowski, Artur (et al.) Pages 424-433
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Название: Multimedia and Network Information Systems: Proceedings of the 11th International Conference MISSI 2018