Computer Vision "NLP"
Definition
Training computers to see, process, and understand the visual world
Topics
Image Formation
Image Processing
Feature Detection and Matching
Segmentation
Geometric Alignment and Camera Calibration
Structure from Motion
Dense Intensity-based Motion Estimation
Image Stitching
Computational Photography
Stereo Correspondence
3D Reconstruction
Recognition
Father of Computer Vision
Dr. Larry Roberts
Applications
3D reconstruction from multiple images
Audio-visual speech recognition
Augmented reality
Augmented reality-assisted surgery
Computer stereo vision
Autonomous cars (Self-Driving Cars)
Mobile robots
Automatic image annotation
Remote sensing
Smart camera
Optical character recognition
Skills
Machine Learning Skills
Computer Vision Knowledge
Object detection
Tracking moving objects over time
Optical character recognition
Face detection and recognition
Python OpenCV library