What will you in the Fundamentals of Digital Image and Video Processing Course
Understand the core principles of digital signal processing (DSP) and its engineering applications
Analyze discrete-time signals and systems in both time and frequency domains
Design digital filters, including finite impulse response (FIR) and infinite impulse response (IIR) filters
Apply the Fast Fourier Transform (FFT) for efficient signal analysis
Explore DSP applications in audio, communication systems, and biomedical engineering
Program Overview
Module 1: Introduction to Digital Signal Processing
Duration: ~2 hours
Overview of DSP fundamentals
Key concepts of discrete-time signals and systems
Module 2: Time-Domain Analysis of Discrete-Time Systems
Duration: ~3 hours
Linear time-invariant systems and their properties
Convolution and difference equations
Module 3: Frequency-Domain Analysis
Duration: ~3 hours
Discrete-Time Fourier Transform (DTFT)
Frequency response of systems
Module 4: The z-Transform
Duration: ~2 hours
Definition and application of the z-transform
System function, poles, zeros, and stability analysis
Module 5: Digital Filter Design
Duration: ~3 hours
FIR and IIR filter design techniques
Use of windowing methods and bilinear transformation
Module 6: Fast Fourier Transform (FFT)
Duration: ~2 hours
Efficient computation using FFT algorithms
Applications in spectrum analysis
Module 7: Applications of DSP
Duration: ~2 hours
Practical uses of DSP in audio processing, wireless communication, and biomedical signals
Module 8: Final Assessment
Duration: ~1 hour
Comprehensive quiz evaluating understanding of all modules
Get certificate
Job Outlook
Signal Processing Engineers: Strengthen expertise in digital filter design and real-time system analysis
Audio Engineers: Apply DSP methods to enhance sound quality and reduce noise
Communication Engineers: Develop algorithms for signal modulation and transmission
Biomedical Engineers: Analyze physiological data using advanced signal processing techniques
Software Developers: Integrate DSP algorithms in applications and embedded systems
Explore More Learning Paths
Expand your skills in digital media with these curated programs designed to help you master image and video processing techniques for creative, professional, and technical applications.
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Specification: Fundamentals of Digital Image and Video Processing Course
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