Cover of Deep Learning for Multimedia Processing Applications

Deep Learning for Multimedia Processing Applications

Volume One: Image Security and Intelligent Systems for Multimedia Processing
Uzair Aslam Bhatti, Huang Mengxing, Jingbing Li
Publisher: Taylor & Francis Group
Published: 2025
ISBN-13: 9781032548265
ISBN-10: 1032548266
Pages: 292
Subjects: Computers / General, Computers / Image Processing, Computers / Computer Science, Computers / Data Science / General, Computers / Interactive & Multimedia, Computers / Data Science / Neural Networks, Computers / Programming / Algorithms, Computers / Online Services, Mathematics / General, Technology & Engineering / Automation, Technology & Engineering / Electrical
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About Deep Learning for Multimedia Processing Applications

Deep Learning for Multimedia Processing Applications is a comprehensive guide that explores the revolutionary impact of deep learning techniques in the field of multimedia processing. Written for a wide range of readers, from students to professionals, this book offers a concise and accessible overview of the application of deep learning in various multimedia domains, including image processing, video analysis, audio recognition, and natural language processing. Divided into two volumes, Volume One begins by introducing the fundamental concepts of deep learning, providing readers with a solid foundation to understand its relevance in multimedia processing. Readers will discover how deep learning techniques enable accurate and efficient image recognition, object detection, semantic segmentation, and image synthesis. The book also covers video analysis techniques, including action recognition, video captioning, and video generation, highlighting the role of deep learning in extracting me...

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