Image and Video Analysis

Pose Estimation

Pose estimation detects position of humans and their movements in the Videos. The use cases are:

  • Activity Tracing : Activities like walking, cycling and running are detected.
  • Sports Analysis: It can be extended to detect correct movements of players and appropriate feedback can be generated to help enhance their techniques.
  • Decision Review in Sports : Pose estimation and time analysis can help review the correctness of decisions made or missed during game.
  • Crowd analysis or Riots Suspicion in security and surveillance videos

Fake Image detection

Image Forgery and fake image circulation have become very widespread with availability of various tools to manipulate images and medium to spread the images. There are many types of manipulation done on images. In this project we have tried to detect few of them with good accuracy.

Physical abuse detection of children

It is sad but true that there are incidents when children are beaten at home, Schools and other places. This project is an attempt to detect these instances in recorded videos with time details and alert concerned people so that they do not required to go through all the videos by themselves.