What are the top important topic of computer vision?
Computer vision is the science of understanding the world by interpreting images. It is a branch of both computer science and electrical engineering, and can be divided into image processing, pattern recognition, machine learning, and robotics.
Computer vision is a difficult field to study due to its complexity. It is concerned with the understanding and interpretation of images and video, typically in order to extract information about what they contain.
Image recognition is the ability to identify objects in an image. Image understanding is the ability to tell what an object is and what it’s doing. Image generation is the process of creating new images that don’t exist in reality.
Computer vision has many applications in industries such as robotics, security, and manufacturing.
The most important topics in computer vision are:
- Object detection
- Face detection
- Image classification
- Image segmentation
- 3D reconstruction (of objects)
- Motion estimation (of objects)
- Object tracking (of objects)
- People counting
- Panorama stitching
- Optical character recognition (OCR)
- Action recognition