Project MOTHERIntelligent Surveillance System

Determining Classroom Experience

Syed Ahmar Abbas

Rabiya Owais

Arsalan Rauf

Abdul Mujeeb Qureshi

Supervisor: Dr Muhammad Sarim

Our project aims on achieving human profiling by evaluating human behavior using surveillance camera(s)The areas of concern that we will conduct our analysis on are:

Evaluating Student Behavior in Classrooms:

profiling their progresspredicting their

performance

Our analysis will help 4 main stakeholder classes:

StudentsTeachersManagement Parents

Main Idea

Television Series, Person of Interest.

Tracking and predicting human behavior.

Opportunity of research.

Problems with existing system:

Either manual surveillance Or Paid software with controlled

environment conditions.

Background and Motivation

Student evaluation that is a crude output of a student’s emotions and actions during his time in class (while the teacher is delivering the lecture).

Processed Results will be published after careful analysis of student’s actions and emotions throughout the class.

Note: Since this is a research based project, we will be testing our system on various levels determining its limitations on each level

Scope

Work Flow

Work Flow

Data Gathering Using the Camera

Storing

data according

to profil

es

Prediction using the acquired data

Design(tentative)

Skill and Resources Matlab Java OpenCV

Risk Assessment be dependent on student feed. the risk of false data.

Work Plan

Profiling : terrorist, criminal, future prospects. Field: marketers, Universities, Job Interviews,

Health profiles.

Build a more natural AI.

Self learning and self evolving.

Centralized databases.

Importance of project

Collection of action Databases Hollywood2

Implemented Face detection algorithm

Researching over the feasibility of the quality and resolution of video

we plan on implementing all modules of our system on a specific set of students(classroom) (sample size for testing)

Progress to date and Future plans

D13yacurqjgara.cloudfront.net,. (2015). Retrieved 13 November 2015, from https://d13yacurqjgara.cloudfront.net/users/501187/screenshots/1944013/login-screen_1x.png

Designerchennai.blogspot.com,. (2015).Designer Chennai Best Freelancing & Professional Web Design Services . Retrieved 13 November 2015, from http://designerchennai.blogspot.com/

Di.ens.fr,. (2015). Ivan Laptev : Human Action Classification. Retrieved 13 November 2015, from http://www.di.ens.fr/~laptev/actions/hollywood2

Home Design Ideas,. (2014). Cartoon Classroom Background. Retrieved 13 November 2015, from http://homedesigni.com/2014/01/cartoon-classroom-background.html

References

Thank youQuestions?