Intelligent Multimedia Data Analysis /

This volume comprises eight well-versed contributed chapters devoted to report the latest findings on the intelligent approaches to multimedia data analysis. Multimedia data is a combination of different discrete and continuous content forms like text, audio, images, videos, animations and interacti...

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Other Authors: Basu, Sudeep, Bhattacharyya, Siddhartha (Editor), Bhaumik, Hrishikesh, Bora, Dibya Jyoti, Cervantes-Sanchez, Fernando, Cruz-Aceves, Ivan, Das, Abhijit (Editor), Das, Rik, De, Sourav, Dey, Alokananda, Dey, Sandip, Garain, Utpal, Gupta, Shibakali (Editor), Hassanien, Aboul Ella, Hernandez-Aguirre, Arturo, Mohanty, R. K., Mondal, Arindam, Mukherjee, Anirban, Pan, Indrajit (Editor), Roy, Mithun, Salazar-Colores, Sebastian, Singh, S. N., Snasel, Vaclav, Sooraj, T. R., Tripathy, B. K.
Format: eBook
Language:English
Published: Berlin ; Boston : De Gruyter, 2019
Series:De Gruyter Frontiers in Computational Intelligence ; 2
Subjects:
Computational Intelligence.
Human Computer Interaction.
Machine Learning.
Multimedia.
COMPUTERS / Interactive & Multimedia.
umelá inteligencia
ISBN:9783110552072
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Summary:This volume comprises eight well-versed contributed chapters devoted to report the latest findings on the intelligent approaches to multimedia data analysis. Multimedia data is a combination of different discrete and continuous content forms like text, audio, images, videos, animations and interactional data. At least a single continuous media in the transmitted information generates multimedia information. Due to these different types of varieties, multimedia data present varied degrees of uncertainties and imprecision, which cannot be easy to deal by the conventional computing paradigm. Soft computing technologies are quite efficient to handle the imprecision and uncertainty of the multimedia data and they are flexible enough to process the real-world information. Proper analysis of multimedia data finds wide applications in medical diagnosis, video surveillance, text annotation etc. This volume is intended to be used as a reference by undergraduate and post graduate students of the disciplines of computer science, electronics and telecommunication, information science and electrical engineering. THE SERIES: FRONTIERS IN COMPUTATIONAL INTELLIGENCE The series Frontiers In Computational Intelligence is envisioned to provide comprehensive coverage and understanding of cutting edge research in computational intelligence. It intends to augment the scholarly discourse on all topics relating to the advances in artifi cial life and machine learning in the form of metaheuristics, approximate reasoning, and robotics. Latest research fi ndings are coupled with applications to varied domains of engineering and computer sciences. This field is steadily growing especially with the advent of novel machine learning algorithms being applied to different domains of engineering and technology. The series brings together leading researchers that intend to continue to advance the fi eld and create a broad knowledge about the most recent state of the art.
Physical Description:1 online resource (XII, 184 p.)
ISBN:9783110552072

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