Full Project – Motion detection security system (MDSS) in live video stream

Full Project – Motion detection security system (MDSS) in live video stream

Click here to Get this Complete Project Chapter 1-5

CHAPTER ONE

  • INTRODUCTION

1.1      BACKGROUND TO THE STUDY

As early as 1965, police forces of many countries around the globe implemented the use of surveillance cameras in public areas. The simple Closed Circuit Television (CCTV) monitoring embarks the beginning of surveillance in videos. By the time videocassette recorders were available, the world was conversant with the concept of video surveillance (Ansari et. al., 2008).

If you consider video in the simplest of terms, video surveillance began with simple closed circuit television monitoring (CCTV). As early as 1965, there were press reports in various countries across the world suggesting police use of surveillance cameras in public places. When video cassette recorders hit the market, video surveillance became really popular. Analog technology using taped video-cassette recordings meant surveillance could be preserved on tape as evidence. A complete analog video-surveillance system consisted of a camera, monitor, and VCR. The old tube camera was only useful in daylight, and the VCR could only store eight hours of footage at best. The drawback was that after a while, owners and employees of such a system would become complacent and not change the tapes daily or the tapes would wear out after months of being re-used. There was also the problem of recording at night or in low light. While the concept was good, the technology hadn’t yet peaked. The next step was the Charged Coupled Device camera (CCD), which used microchip computer technology. In the 1990’s video surveillance made great strides in practicality by the introduction of digital multiplexing. When digital multiplexer units became affordable, it revolutionized the surveillance industry by enabling recording on several cameras at once (more than a dozen at time in most cases)(Duane, Hanselma &Bruce,2008).

The motion detection security system is an application developed to enhance security, using motion detection as a way of advancing the current surveillance systems. This system uses a webcam to get the video, and then compares the current captured frame with the previous frame to verify if there is motion in the area being secured. Upon confirming presence of motion, the system triggers the alarm and the video recorder. It streams the video of the event that happened, afterwards attaching red pixels to the specific area where the frames are different(Sani et al.,2013).

Furthermore, the video streams are compressed so as to reduce the memory consumption of surveillance systems. The streams are recorded in small rates, so as to simplify the tracking of events and exact place from where the intrusion occurred. The red pixels follow the moving object to keep track of where the object is going, and stays with it as long as the object is within the visual area of the camera. The recorded videos can further be processed, i.e., converted to any other format. Consequently, the system is also developed to reduce the cost of security so that there is no extra hardware required for this system to work. It is a standalone system and it uses the webcam, thus, no additional measures required.

 1.2      Statement of the Problem

The current security system, specifically, the well-known CCTV, consumes a lot of resources such as memory, due to nonstop recording. Verily, they are efficient but it takes a while before one gets back to locate the precise time where an event happened in the area under surveillance. One has to rewind and fast forward, going back and forth to search a particular scene and that takes a lot of time and effort.  Furthermore, time is needed to keep watch of the activities going on via the screen. Something may be happening but due to negligence and human errors it may pass by without been noticed, until something happens. Then the search will begin without any idea of where to start searching with lots of videos to go through. As such, much attention and concentration is required to avoid missing important and significant activities.

Moreover, as the recorded scenes are continuous, it keeps consuming space, which increases the cost of maintenance, cost of tape or storage medium, technician labour fee, and so on. Another issue is identifying where the scene has happened, in a place whereby a subject moving or conducting an act is far from the camera, the place can be spotted, but then not clear.

  

1.3      Aim and Objectives of the Project

1.3.1   Aim of the Study

The aim of the research work is to design and implement a Motion Detection Security System(MDSS) in live video stream.

1.3.2   Objectives of the Study

In order to achieve this aim, the following specific objectives are formulated:

  1. to review the existing Motion Detection Security System(MDSS) in live video stream.
  2. to design and develop a new system based on the findings above.
  3. to implement the new system based on motion detection algorithms.

 1.4      Research methodology

This research work implements the study of motion-detection is the process of detecting moving objects (particularly people) from a captured or live video. Motion-detection has many applications like security, surveillance, automated lighting control, etc. A video comprises a set of continuous frames (images). There are many approaches for detecting motions in a video; most of them are based on comparing a frame of the video with the next-frame or previous-frame or the background.

Motion detection algorithm refers to the approach or procedure in which the actual detection is made, how the system verifies the presence of motion, which in other words can be said to be the steps in which motion is been detected. They are the support for an extensive variety in computer vision such as visual surveillance, recognition and tracking of objects and clamping streams. If it is faulty, the whole system will not run well and the main objective not achieved.

 

1.5      Significances of the Project

The significances of this project are formulated:

  1. It relieves operators from work load of watching over numerous cameras that may not update for a long period.
  2. It monitors all the scenes from cameras of the program.

iii.        It reacting to any suspicious activity in the scene.

  1. It reduces the storage space consumed.
  2. It is much more simpler to understand;.
  3. The implementation of the filter is more efficient, so the filter produce better performance.

 

1.6      Scope of the Project

The project is aimed at creating a Motion Detection Security System(MDSS) in live video stream. Motion-detection is a two-step process.  (Step 1) identifies the objects that have moved between the two frames (using difference and threshold filter). The difference between each corresponding pixel of two frames is calculated; and the pixels with difference greater than the specified threshold are marked in foreground color (white). All the other pixels are marked in background color (black). So, the output of Step1 will be a binary-image with only two colors (black and white). The intensity value (brightness level) of the pixels are used to calculate the difference. The intensity value of each pixel in a grayscale image will be in the range 0 to 255. If RGB images are used, then the grayscale intensity value can be calculated as (R + G + B / 3).

(Step 2) identifies the significant movements and filters out the noise that are wrongly identified as motions (using erosion-filter). Erosion-filter removes the pixels that are not surrounded by enough amount of neighboring pixels. Essentially, this gives the ability to shrink the objects thereby removing the noisy pixels i.e. stand-alone pixels. The binary image (output of Step1) is scanned pixel-by-pixel; and if enough number of pixels in current window are not turned on, then the entire window is turned off i.e. ignored as noise.

1.7      Limitation of the Project

The problems encountered during the course of carrying out this research work include:

Fund: There was limited fund to take care of the research properly especially when test running the application.

Research Material: Lack of access to research materials on the topic in the school library and even public libraries were also a major constraint in the cause of this project.

 

1.8      Definition of Terms

Capturing: Accomplished using a web cam (WC) that ceaselessly gives a sequence of video frames with particular speed of FPS (frames per second). To detect motion, the system initially has to capture live video frames of the scene and region under surveillance.

Comparison of Frames: This stage is for checking if there is motion from the live feed captured. To do so, the system compares the frames obtained through the WC with one another in order to detect variation in the frames and sequentially exert the presence of motion. On confirming presence of motion, it is time for the next step to carry on.

Database: A collection of interrelated data stored with controlled redundancy to serve one or more applications.

E-Mail: The term electronic mail is used to describe various system of sending data or message electronically via the telephone Network or other data network, through a central computer without the need to post letters.

Flowchart: This is the diagrammatic representation of the program components using standard symbols.

Hacking:  A hacker is people who attempt to invade the privacy of a system. Hackers are normally skilled programmers.

Hardware: This is the physical part of a computer system.

Internet: The internet is a global system of interconnected computer networks that use the standard internet protocol suite (often called TCP/IP) to serve billions of its users worldwide

Methodology: A methodology is a collection of procedure techniques, tools and documentation aids which will help the system developer in their effort to implement a new information system, Abdul J.I (2004).

Microsoft Visual Basic: This is the software which allows you to develop your own software.

Network Servers: These are devices used to manage how the various resources on the network are shared.

News Group: These are meeting places for people discussing special topics.

Notification of Motion: When the movement is detected, attention of the user is required and may want to be told instantly of an intrusion or suspicious movement detected in the premises under surveillance, and thus, a caution system is added to the system. The alarm system instantly triggers an MP3 format audio file alert signal once motion is detected, and this facilitates the prevention of any sort of security breach at that instant.

Offline: This is the process of the computer not connected to the internet.

Online: This is the direct connection to the computers through the internet and under the influence of the computer C.P.U.

Security: This is an act of safeguarding a file or a document in order to prevent unauthorized access.

Software: This is the program that controls the computer operation.

Storing the frames: If motion is detected the next action expected of the system is to store this kind motion for the client viewing later. This helps the user in that he can provide a legitimate confirmation in case of any inappropriate action, since the video footage can be utilized as evidence to the authorities, police and even in courts of law.

 

1.9      Project Layout

Chapter One: This chapter discusses the introduction about the topic, pointing out details of the topic in wider view. The background of the study is discussed, statement of the problem is emphasized, the aim and objectives of the project is also covered in this chapter, Research methodology is also employed, significances of the project is also discussed, the scope of the study is also discussed after which the limitation of the study is stated. Further in the chapter, the definition of terms is stated.

Chapter Two: This is the chapter in which various literatures are reviewed; this chapter requires the referencing of existing relevant literatures on the project topic. In this chapter, much explanation of the topic is made containing views and contributions of authors who have worked on the exact or related topic in time past.

Chapter Three: This chapter covers the methodology and system analysis, the methodology focuses mainly on the approaches employed in carrying out the research i.e. how, where and mode with which researches were made. All the tools and methods used in gathering facts about the project are discussed under the methodology.

Chapter Four: The chapter four deals with the design and implementation of the system, input and output design, program design, system testing, programming language used and system implementation.

Chapter Five: The chapter five is the concluding chapter of the project, it comprises of the summary of the project, conclusion on the project and recommendation to the project.

In this chapter, the student is expected to summarize the entire purpose of the project, give his/her conclusion about the project so far and lastly give constructive recommendations on the project after which the flowchart and program a Motion Detection Security System(MDSS) in live video stream are drawn.

Get the Complete Project

This is a premium project material and the complete research project plus questionnaires and references can be gotten at an affordable rate of N5,000 for Nigerian clients and $8 for international clients.

Click here to Get this Complete Project Chapter 1-5

 

 

 

 

 

You can also check other Research Project here:

  1. Accounting Research Project
  2. Adult Education
  3. Agricultural Science
  4. Banking & Finance
  5. Biblical Theology & CRS
  6. Biblical Theology and CRS
  7. Biology Education
  8. Business Administration
  9. Computer Engineering Project
  10. Computer Science 2
  11. Criminology Research Project
  12. Early Childhood Education
  13. Economic Education
  14. Education Research Project
  15. Educational Administration and Planning Research Project
  16. English
  17. English Education
  18. Entrepreneurship
  19. Environmental Sciences Research Project
  20. Guidance and Counselling Research Project
  21. History Education
  22. Human Kinetics and Health Education
  23. Management
  24. Maritime and Transportation
  25. Marketing
  26. Marketing Research Project 2
  27. Mass Communication
  28. Mathematics Education
  29. Medical Biochemistry Project
  30. Organizational Behaviour

32    Other Projects pdf doc

  1. Political Science
  2. Psychology
  3. Public Administration
  4. Public Health Research Project
  5. More Research Project
  6. Transportation Management
  7. Nursing

Education

Essay 

 

 

Full Project – Motion detection security system (MDSS) in live video stream

Click here to Get The Complete Research Project Chapter 1-5


RESEARCH PROJECT CONTENTS
CHAPTER ONE - INTRODUCTION
1.1 Background of the study
1.2 Statement of problem
1.3 Objective of the study
1.4 Research Hypotheses
1.5 Significance of the study
1.6 Scope and limitation of the study
1.7 Definition of terms
1.8 Organization of the study
CHAPETR TWO – LITERATURE REVIEW
2.1. Introduction
2.2. Conceptual Framework
2.3. Theoretical Framework
2.4 Empirical Review
CHAPETR THREE - RESEARCH METHODOLOGY
3.1 Research Design
3.2 Study Area
3.3 Population of the Study
3.4 Sample Size and Sampling Technique
3.5 Instrument for Data Collection
3.6 Validity of the Instrument
3.7 Reliability of the Instrument
3.8 Method of Data Collection
3.9 Method of Data Analysis
3.9 Method of Data Analysis
3.10 Ethical Considerations
CHAPTER FOUR - DATA PRESENTATION AND ANALYSIS
4.1. Introduction
4.2 Demographic Profiles of Respondents
4.2 Research Questions
4.3. Testing of Research Hypothesis
4.4 Discussion of Findings
CHAPTER FIVE – SUMMARY, CONCLUSION & RECOMMENDATIONS
5.1 Introduction
5.2 Summary
5.3 Conclusion
5.4 Recommendation
REFERENCES
APPENDIX


Frequently Asked Questions | PenViewWriting.com

Frequently Asked Questions

How do I get my choice complete project on any topic?
To get your choice of complete project on any topic, simply click on the Download button above. Once you do that, follow the simple procedure stated on the page to complete the process. The steps are easy and straightforward, ensuring you can quickly access the full project without stress. You may be required to provide some basic details or confirm your selection before the download begins. After completing the procedure, the project will be available for you to save on your device. This method guarantees you receive the exact project topic you want in a complete, ready-to-use format.
I have a fresh topic that is not on your website. How do I go about it?
If you have a fresh topic that is not listed on our website, don’t worry—you can still get a complete and well-prepared research project. All you need to do is chat with us directly on WhatsApp or contact our Instant Help Desk. Once you share the details of your topic, our team of experts will guide you through the process and provide a custom-written research project tailored specifically to your requirements. This ensures that even if your topic is new, unique, or uncommon, you will still receive a high-quality, original project that meets your academic needs.
How fast can I get this complete project on any project topic?
You can get your complete project very quickly, depending on your needs. If you want this exact project topic without any adjustments or modifications, it will be ready for you to download within 15 minutes. The process is fast, simple, and convenient, ensuring you don’t waste time waiting. However, if you require some changes, customization, or a fresh project written from scratch, the delivery time may take a little longer, depending on the scope of work involved. Either way, we are committed to ensuring you get your complete project promptly to meet your academic deadlines.
Is it a complete research project or just materials?
It is a Complete Research Project, not just research materials or excerpts. This means you will receive everything you need in a standard academic project format. Specifically, the package includes Chapters 1 to 5, a well-written Abstract, a detailed Table of Contents, complete References, and where applicable, Questionnaires or Secondary Data. Each section is carefully structured to meet academic requirements, making it suitable for submission or further customization. So, when you download, you’re not just getting scattered notes but a fully developed research project that is ready for use, study, or adaptation to your specific academic needs.
What if I want to change the case study for this topic?
If you would like to change the case study for this topic, it’s very easy. Simply chat with our Instant Help Desk now via +234 708 7083 227, and you will get an immediate response. Our team will assist you in modifying the project to reflect the new case study of your choice. This ensures the content remains relevant and tailored to your academic requirements. Whether you want to switch to a different organization, location, or sample population, our experts will make the necessary adjustments promptly, so you still receive a complete and well-structured research project without any hassle.
How will I get my complete project?
Your Complete Project Material will be delivered directly to your email address for easy access and use. The file will be sent in Microsoft Word document format (MS Word), which allows you to easily read, edit, and customize the content to suit your specific requirements. This format is widely accepted for academic work and ensures you can make adjustments such as changing the case study, updating references, or adding personal inputs if needed. Once the project is sent, you can download it to your device immediately and begin working with it without any extra steps or complications.
Can I get my Complete Project through WhatsApp?
Yes! You can also receive your Complete Research Project directly through your WhatsApp number for convenience. Once your project is ready, we can send the full material in MS Word format straight to your WhatsApp, making it quick and easy for you to download and access on your phone or computer. This option is especially helpful if you prefer instant delivery, faster communication, or easier access on mobile devices. Whether through email or WhatsApp, you will still get the same complete project—including all chapters, abstract, references, and questionnaires where applicable—delivered securely and without delay.
What if my Project Supervisor made some changes to a topic I picked from your website?
If your project supervisor has made some changes to the topic you picked from our website, there is no need to worry. Simply call our Instant Help Desk now on +234 708 7083 227, and you will get an immediate response. Our team will assist you in adjusting the project to reflect your supervisor’s corrections or modifications. Whether it involves rephrasing the topic, changing the case study, or adding specific requirements, we will make the necessary updates quickly. This ensures your project aligns perfectly with your supervisor’s expectations while still maintaining a complete, high-quality research structure.
Do you assist students with Assignment and Project Proposal?
Yes! We also assist students with Assignments and Project Proposals in addition to complete research projects. If you need help with writing, structuring, or editing your proposal or assignment, our team is ready to guide you and provide the necessary materials. Simply call our Instant Help Desk now on +234 708 7083 227, and you will be attended to immediately. We provide professional support to ensure your work meets academic standards, whether it’s a proposal for approval, a class assignment, or a full project. This way, you can save time, reduce stress, and achieve excellent results.
What if I do not have any project topic idea at all?
Smiles! 😊 We’ve totally got you covered if you don’t have any project topic idea at all. Our team specializes in helping students brainstorm and select suitable topics that align with their field of study, interests, and academic requirements. All you need to do is chat with us on WhatsApp now via +234 708 7083 227 to get instant help. We will provide you with a list of well-researched, relevant, and trending project topics to choose from. Once you make your choice, we’ll guide you through the next steps, ensuring you get a complete project tailored just for you.
How can I trust this site?
You can trust this site because we are genuine and duly registered with the Corporate Affairs Commission (CAC), which gives you confidence that we are a recognized and legitimate business. In addition, our platform is protected with Secure Sockets Layer (SSL) encryption, meaning all your personal details, communications, and financial transactions are highly secure and safe from unauthorized access. Over the years, we have successfully assisted thousands of students with research projects, proposals, and assignments, building a solid track record of reliability. With these measures in place, you can be assured of our credibility, professionalism, and commitment to your academic success.
Customer Testimonials | Https://researchprojecttopics.com.ng

Our Customers are Happy

Ademola A.

★★★★★

I was skeptical at first, but after placing my order, my full project arrived in my email in under 15 minutes! The process was smooth, clear, and professional. Truly amazing service!

Kwabena K.

★★★★★

I needed a custom project on a new topic. researchprojecttopics.com.ng delivered within 3 days, and the quality was outstanding. They even guided me on how to defend it. Highly recommend!

Michael H.

★★★★★

Fast, reliable, and very professional. My research project was delivered on time, with no hidden charges. The team is trustworthy and supportive.

Fatou B.

★★★★★

I got my full project in minutes and my custom request within 3 days. Their communication is clear, and the material is top-notch. Excellent experience!

James O.

★★★★★

https://researchprojecttopics.com.ng is a lifesaver! My project was delivered exactly as requested. The team is friendly, professional, and highly responsive. Very satisfied!

Ngozi E.

★★★★★

I was worried about paying online, but the team reassured me and delivered my complete project instantly. Transparent and professional service!

Ama S.

★★★★★

I requested a custom topic project and received it in just 3 days. The guidance and quality were excellent. I recommend Https://researchprojecttopics.com.ng to everyone!

Sarah W.

★★★★★

The service is dependable and efficient. My project arrived on time, and every step was transparent. Truly a professional service I trust.

Emmanuel T.

★★★★★

Fast and reliable. My full project was delivered in minutes, and the custom project in 3 days. Communication was excellent throughout.

Aisha N.

★★★★★

Extremely satisfied with the service. My project was delivered promptly, fully transparent, and of high quality. A trustworthy academic partner!