
- Instructor: Christine Slater
- Lectures: 21
- Students: 33350
- Duration: 10 weeks
This course provides an extensive quick guide to OpenCV, a cross-platform library used for developing real-time computer vision applications like image processing and object detection. It begins with an overview of computer vision, contrasting it with image processing and listing applications in robotics, medicine, and industry. The guide explains the Java implementation of OpenCV, covering essential topics such as setting up the environment, the use of the Mat class for storing image data, and methods for reading and writing images. Furthermore, it details techniques for manipulating images, including displaying them via Java GUI libraries, converting between different color formats (e.g., color to grayscale or binary), applying various drawing functions (e.g., circles and rectangles), and performing advanced operations like blurring, filtering, morphological transformations, and edge detection via Sobel and Scharr operators.
OpenCV Image Processing Techniques in Java Course is based on textbook learning material by Academy Europe.
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Audience
This course by Academy Europe aims at imparting quality education and training to students.
Academy Europe is dedicated to its students, their specific learning requirements, and their overall learning success.
This course is directed toward a student-centered, independent study, asynchronous learning approach.
After completing this course on Academy Europe, students will get self improvement and promotion in their careers.
This course is based on at least two learning skills which are provided to the users through audio & visuals, videos, verbal presentations and articles, all of which are asynchronized with distance education approach.
Prerequisites
Before you start proceeding with this course on Academy Europe, we are assuming that you have a good aptitude and can think logically. You should want to try something different.
Ideal candidates for the course would typically possess:
– Discipline and attentiveness
– Ability to conduct research
– Ability to perform tasks with speed, efficiency, and accuracy
– Analytical judgment
– Patience to interpret technical/scientific data
– A willingness to learn, roll up your sleeves and work toward your dream!
– A computer, tablet or smartphone and an internet connection
– Basic computer skills
Curriculum
- 4 Sections
- 21 Lessons
- 10 Weeks
- Introduction1
- Comprehensive Lecture Notes on Computer Vision with OpenCV11
- 2.1Overview
- 2.21.0 Foundations of Computer Vision and the OpenCV Library
- 2.32.0 Environment Setup for OpenCV with Java
- 2.43.0 Core Data Structures and Image I/O
- 2.54.0 Fundamental Image Manipulations and Transformations
- 2.65.0 Image Filtering and Smoothing Techniques
- 2.76.0 Morphological Image Processing
- 2.87.0 Edge Detection and Feature Extraction
- 2.98.0 Advanced Image Analysis Techniques
- 2.109.0 Practical Applications: Video I/O and Object Detection
- 2.1110.0 Conclusion and Next Steps
- Unlocking Real-World Insights: An Introduction to Computer Vision with the OpenCV Library7
- 3.11.0 The Field of Computer Vision: Replicating Human Sight
- 3.22.0 The Critical Distinction: Computer Vision vs. Image Processing
- 3.33.0 Applications: How Computer Vision is Shaping Industries
- 3.44.0 Introducing OpenCV: The Premier Open-Source Computer Vision Library
- 3.55.0 The Modular Architecture of OpenCV
- 3.66.0 Core Capabilities: A Functional Overview
- 3.77.0 Conclusion: Accelerating Innovation with OpenCV
- OpenCV Study Guide2
Requirements
- Discipline and attentiveness
- Ability to conduct research
- Ability to perform tasks with speed, efficiency, and accuracy
- Analytical judgment
- Patience to interpret technical/scientific data
- A willingness to learn, roll up your sleeves and work toward your dream!
- A computer, tablet or smartphone and an internet connection
- Basic computer skills
Features
- Before you start proceeding with this course on Academy Europe, we are assuming that you have a good aptitude and can think logically. You should want to try something different.
Target audiences
- This course by Academy Europe aims at imparting quality education and training to students.
- Academy Europe is dedicated to its students, their specific learning requirements, and their overall learning success.
- This course is directed toward a student-centered, independent study, asynchronous learning approach.
- After completing this course on Academy Europe, students will get self improvement and promotion in their careers.
- This course is based on at least two learning skills which are provided to the users through audio & visuals, videos, verbal presentations and articles, all of which are asynchronized with distance education approach.