Course ID: AC6020

Title: Interaction through computer vision

ECTS: 7

Person in charge:

            Dr. Thi-Lan Le (This email address is being protected from spambots. You need JavaScript enabled to view it.)

            Dr. Thanh-Hai Tran (Thanh-Hai.Tran @mica.edu.vn)

            Dr. Vu Hai (Vu.Hai @mica.edu.vn)

Teaching semester:  1st semester

Prerequisite:

Target skills:

This course contains two main parts: basics of computer vision and vision-based human-machine interaction. The first part covers the main issues in image processing and computer vision: image acquisition, image sampling and quantization, color, point operations, segmentation, morphological image processing, image transforms,  feature extraction and feature matching. The second part presents vision-based human-machine interaction: principle of vision-based human-machine interaction and several vision-based human machine interaction system such as hand gesture recognition, face detection and recognition, facial expression recognition.

Program summary:

  • Overview of image processing and computer vision.
  • Image sampling and quantization. 
  • Point operations, segmentation, morphological image processing, image transforms.
  • Feature extraction: keypoint detection, edge detection.
  • Feature-based image matching
  • Vision-based human-machine interaction: principle, several examples of vision-based human-machine interaction such as face detection, facial expression recognition, hand detection, tracking and hand gesture recognition.

Used software:

            OpenCV

            Visual Studtio

Equipments:

            PC, webcam, IP camera