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Video Processing

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May 1, 2024 Updated May 9, 2025 16 minute read

Navigating the World of Video Processing

Video processing is a field that involves manipulating and analyzing video signals. At its core, it's about taking raw video data and transforming it, enhancing it, or extracting meaningful information from it. This can range from simple tasks like adjusting brightness and contrast or converting video from one format to another, to more complex operations like identifying objects within a video, tracking their movement, or even creating entirely new visual effects. It's a multidisciplinary domain that draws from computer science, electrical engineering, and mathematics.

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Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Video Processing.
The most complete and up-to-date treatment of image and video processing available, it covers the entire field, from image, and video representation to processing and analysis, and applications.
Provides a comprehensive overview of the field of computer vision, including video processing, with a focus on models, learning, and inference.
Provides a comprehensive overview of the field of computer vision, including video processing.
Provides a comprehensive overview of the state-of-the-art deep learning techniques for image and video processing.
Text for graduate and undergraduate courses in digital video processing, which is also known as digital video analysis or digital video processing and communications. It introduces the fundamental concepts and algorithms used in digital video processing and provides a balance between theoretical and practical considerations.
Provides a comprehensive introduction to the fundamental concepts and techniques of image, audio, and video processing using MATLAB.
Introduces the principles of machine learning for video processing and provides an overview of the most recent advances and applications.
Provides a comprehensive overview of the basic principles of digital signal processing as applied to image and video technology.
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