PRE2016 4 Groep3

From Control Systems Technology Group
Jump to navigation Jump to search

Group members

Student ID Name
0900940 Ryan van Mastrigt
0891024 René Verhoef
0854765 Lisselotte van Wissen
0944862 Sjanne Zeijlemaker
0980963 Michalina Tataj


Introduction

Problem description

Definitions

Abnormal behaviour
[explanation]
Biometrics
[explanation]


Objectives (/ TO DO list)

Goal: Develop a model for a video-based abnormal behaviour detection program

Objectives of this project:

  • Formulate concrete problem statement
  • Develop overview of the State-of-the-Art
    • List of possible biometrics for detecting abnormal/suspicious behaviour
    • List of different methods available for measuring biometrics (pros/cons, what method works best for what purpose/setting)
    • Current areas of research
    • Problems with current technologies
  • Develop model scenarios for determining abnormal behavior
    • Determine what constitutes abnormal behavior (heavily dependent on context)
    • Determine what scenarios should be looked at (airports, sports stadia, banks)
    • What techniques could be used (pros/cons, possible new ideas)
  • Develop USE aspects
    • Users:
      • Develop easy-to-understand graphical interface for primary users
      • Maintain sense of participation in primary users
      • Conduct survey among general public to research support of such an application and to probe stance on privacy vs security
      • Incorporate findings into design
    • Society:
      • Look into societal advantages (decreased criminal/terrorist activity, global sense of security, decrease in racial/religious tensions)
      • Look into societal disadvantages (decrease in (perceived) privacy)
      • Incorporate findings into design
    • Enterprise:
      • Make sure model is economically feasible and can compete with current systems
      • Look into advantages/disadvantages for enterprises
      • Incorporate findings into design
  • Finalize actual model design
  • Create final presentation

The main goal of the model is to provide a general structure of a program which is capable of identifying suspicious persons for security applications. The method should be based on biometrics which can be used to determine abnormal behavior in order to obtain a higher success rate than comparable human-based surveillance.

The objectives of the model are:

  • Technical objectives:
    • Decrease false-negative rate compared to human-based surveillance
    • Decrease false-positive rate compared to human-based surveillance
    • Provide results to primary user(s) (security guards/police)
  • USE objectives:
    • Users:
      • Provide easy-to-understand information to primary user
      • Provide a higher sense of security (secondary user)
    • Society:
      • Decrease terrorist activity
      • Higher global sense of security
      • Higher crime prevention
      • Decrease racial/religious tensions
    • Enterprise:
      • Create a system which is better than current systems, in order to sell to users
      • Be economically feasible
      • Decrease damage caused to assets (such as buildings) and maintain company reputation

State-of-the-art

Approach

Planning

[input Gantt chart]

Milestones

USE aspects

User

Primary users

[who]

Secondary users

[who]

User friendliness

Sense of participation

Public survey

Society

Advantages

Terrorist/criminal activity

Security

Racial/religious tensions

Disadvantages

Privacy concerns

Enterprise

Feasibility

Advantages

Disadvantages

Model

[explanation of concept/pseudocode] [link to actual code?]

Results

References