Edge Detection
Edge detection is one of the image process techniques in computer vision tasks to identify the boundaries between objects or different regions in an image. Edge detection works by highlighting areas in an image which is identified by the significant change in intensity or colour. By identifying edges in an image using edge detection method, computer vision systems can locate objects within an image and recognize them based on their shapes or structures which helps to divide an image into meaningful segments or region of individual objects.
Edge detection is used in feature detection or image classification and used in application such as autonomous vehicles and medical image analysis.
Computer Vision Tasks
Computer vision is a branch of artificial intelligence that helps computers understand and analyze visual data from digital images, videos, and similar visual inputs. Using digital visual data obtained from various sources, we can teach computers to detect and interpret visual objects. It also plays a critical role in areas such as image recognition and object detection. There are many different tasks that computer vision can perform. In this article, we will discuss computer vision tasks in detail.
Table of Content
- What are computer vision tasks?
- Image Classification
- Object Detection
- Image Segmentation
- Face and Person Recognition
- Edge Detection
- Image Restoration
- Feature Matching
- Scene Reconstruction
- Video Motion Analysis
- Conclusion: