Signal Processing for Audio, Image, and Video: Modern Applications
Buch in deiner Nähe kaufen
Beschreibung
This book covers basic ideas of image, audio, and video processing and provides practical solutions for the current issues in audio, image, and video signal processing. This book not only shows how signal processing theory is applied in current and emerging technologies, but also illustrates how to address important issues such as improving speech recognition, increasing the accuracy of audio recognition, developing advanced imaging models for microscopy, and achieving the desired goal for various machine learning and deep learning applications. This book illustrates block diagram representations of widely used modern learning paradigms along with key learning architectures used in audio, image, and video signal processing. Tabular performance comparisons of various signal processing techniques and appropriate learning models are also presented in various chapters of the book.
This book covers basic ideas of image, audio, and video processing and provides practical solutions for the current issues in audio, image, and video signal processing. This book not only shows how signal processing theory is applied in current and emerging technologies, but also illustrates how to address important issues such as improving speech recognition, increasing the accuracy of audio recognition, developing advanced imaging models for microscopy, and achieving the desired goal for various ML and DL applications. This book illustrates block diagram representations of widely used modern learning paradigms along with key learning architectures used in audio, image, and video signal processing. Tabular performance comparisons of various signal processing techniques and appropriate learning models are also presented in various chapters of the book.
Covers basic ideas of image, audio, and video processing Provides practical solutions for the current issues in audio, image, and video signal processing Reviews processing methods in both time and frequency domain
Autor*in
Mohammad Farukh Hashmi
Themen in »Signal Processing for Audio, Image, and Video: Modern Applications«
Multi-dimensional Signal Processing Automatic Speech Recognition Computer Vision and Its Application in Home Automation Sports Application using Deep Learning Code-switch Language Recognition Supervised Speaker Diarization