Object Tracking and Motion Detection with Computer Vision
Master computer vision techniques for object detection, tracking, and motion analysis using MATLAB with this course
Master computer vision techniques for object detection, tracking, and motion analysis using MATLAB with this course
This advanced course teaches practical computer vision techniques for tracking objects and detecting motion in videos. Students learn to use pre-trained neural networks for object detection, implement optical flow for motion analysis, and develop multi-object tracking systems. The curriculum culminates in a real-world project analyzing traffic flow on highways.
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What you'll learn
Use pre-trained neural networks for detection
Implement optical flow techniques
Develop multi-object tracking systems
Analyze traffic flow patterns
Detect and track moving objects
Apply computer vision solutions
Skills you'll gain
This course includes:
65 Minutes PreRecorded video
1 quiz, 8 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course explores advanced computer vision techniques for object tracking and motion detection. Through four detailed modules, students learn object detection using deep neural networks, motion detection with optical flow, and multi-object tracking. The curriculum includes hands-on projects and culminates in a practical traffic analysis application.
Detecting Objects
Module 1 · 3 Hours to complete
Motion Detection
Module 2 · 3 Hours to complete
Detection and Tracking
Module 3 · 2 Hours to complete
Final Project
Module 4 · 4 Hours to complete
Fee Structure
Instructors
Online Course Developer at MathWorks
Amanda Wang is an Online Course Developer at MathWorks, specializing in creating educational content related to MATLAB and its applications in computer vision and deep learning. She holds dual Bachelor's degrees in Mathematics with Computer Science and Business Analytics from the Massachusetts Institute of Technology (MIT), which she completed in 2020. Currently, Amanda is pursuing a Master’s degree in Computer Science from the University of Illinois Urbana-Champaign.
Senior Online Content Developer at MathWorks
Matt Rich is a Senior Online Content Developer at MathWorks, where he specializes in creating educational materials related to MATLAB and its applications in engineering and data science. He holds both a PhD and an MS in Electrical Engineering from Iowa State University. His doctoral research focused on developing new methods for designing control systems over networks that experience communication interruptions due to random processes. His master's research involved system identification and robust control methods tailored for small unmanned aerial vehicles (UAVs) with uncertain physical parameters.
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