Intruder Detection from Video Surveillance Using Deep Learning

QR Code

Intruder Detection from Video Surveillance Using Deep Learning

Video surveillance, or closed-circuit television (CCTV), is a well-known technology globally. Many homeowners use this technology for security purposes. However, the existing system cannot distinguish whether the individual captured in the footage is the homeowner or a stranger. Moreover, the author...

Full description

Bibliographic Details
Published in:	2024 IEEE 15th Control and System Graduate Research Colloquium, ICSGRC 2024 - Conference Proceeding
Main Author:	Abu Mangshor N.N.; Sabri N.; Aminuddin R.; Rashid N.A.M.; Mohd Johari N.F.; Zaini Jemani M.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206629131&doi=10.1109%2fICSGRC62081.2024.10691188&partnerID=40&md5=99c2ed133268b599e4d95cbec7a7ad79

Similar Items

Wi-Fi based motion sensor intruder system with video monitor
by: Norsuzila Y.; Suzi Seroja S.; Aziean M.; Mizy Shamirul A.M.; Azita Laily Y.; Mustaffa S.
Published: (2015)

Deep Learning Food Detection and Calories Counter
by: Ibrahim S.; Arif Aiman Wan Hasnan W.M.; Md Ghani N.A.; Fariza Abu Samah K.A.; Abu Mangshor N.N.; Ahmad Fadzil A.F.; Janor R.M.
Published: (2023)

Video Surveillance System Usage in Preventing Crime: Preliminary findings from Malaysia
by: Sukor, et al.
Published: (2024)

Video Surveillance System Usage in Preventing Crime: Preliminary findings from Malaysia
by: Sukor, et al.
Published: (2024)

A comparison of face detection classifier using facial geometry distance measure
by: Sabri N.; Henry J.; Ibrahim Z.; Ghazali N.; Abu Mangshor N.N.; Mohd Johari N.F.; Ibrahim S.
Published: (2018)

Malaysian vehicle plate number identification using deep learning
by: Ibrahim S.; Hamidi I.H.; Aminuddin R.; Mangshor N.N.A.; Feisol S.F.A.
Published: (2023)

Deep Learning-Based Car Plate Number Recognition (CPR) in Videos Stream
by: Rafek S.N.; Kamarudin S.N.K.; Mahmud Y.
Published: (2024)

Implementation of Facial Expression Recognition (FER) Using Convolutional Neural Network (CNN)
by: Abu Mangshor N.N.; Ishak N.H.; Zainurin M.H.; Rashid N.A.M.; Mohd Johari N.F.; Sabri N.
Published: (2024)

A SURVEY ON VIDEO FACE RECOGNITION USING DEEP LEARNING; [Tinjauan Berkenaan Pengecaman Wajah Video Menggunakan Pembelajaran Mendalam]
by: Mustapha M.F.; Mohamad N.M.; Hamid S.H.A.B.; Malik M.A.A.; Noor M.R.M.
Published: (2022)

Real-time Face Mask Types Detection to Monitor Standard Operating Procedure Compliance Using You Only Look Once-based Framework
by: Nazruddin M.I.S.; Aminuddin R.; Abu Mangshor N.N.; Abu Samah K.A.F.
Published: (2022)

Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron
by: Khalid N.J.; Sabri N.; Abu Mangshor N.N.; Ibrahim S.; Ahmad Fadzil A.F.
Published: (2024)

Framework for JARAK: A Monitoring and Notifier System for Social Distancing
by: Abu Mangshor N.N.; Rajudin M.N.; Aminuddin R.
Published: (2021)

A Sentiment Analysis Framework on COVID-19 in Major Cities of Malaysia based on Tweets using Machine Learning Classification Model
by: Aminuddin R.; Bistamam M.A.; Ibrahim S.; Abu Mangshor N.N.; Fesol S.F.A.; Wahab N.I.F.A.
Published: (2021)

Herbal plant recognition using deep convolutional neural network
by: Zin I.A.M.; Ibrahim Z.; Isa D.; Aliman S.; Sabri N.; Mangshor N.N.A.
Published: (2020)

Dengue vector surveillance in major towns of Malaysia
by: Chen C.D.; Wan-Norafikah O.; Lau K.W.; Chin A.C.; Lee H.L.; Chew F.P.; Sofian-Azirun M.
Published: (2021)

Visual Facial Paralysis Detection using InceptionResNetV2
by: Razlan N.N.; Aminuddin R.; Sabri N.; Ibrahim S.; Shari A.A.
Published: (2024)

Application of Deep Learning for Fig Fruit Detection in the Wild
by: Kamaruzaman A.; Farid M.; Izhar C.A.A.; Maruzuki M.; Ahmad S.; Habibi M.A.
Published: (2022)

Machine learning prediction of video-based learning with technology acceptance model
by: Rahman R.A.; Masrom S.; Samad N.H.A.; Daud R.M.; Mutia E.
Published: (2023)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Genomic surveillance and sequencing of SARS-CoV-2 in Malaysia
by: Tajudin N.; Wang S.M.; Kumar D.C.; Mohamad M.; Nawi S.F.A.M.
Published: (2024)

VidCase: A Video-Based Group Assessment for Learning
by: Adnan N.L.; Muda R.; Mohd Sallem N.R.; Wan Abdullah W.K.
Published: (2022)

Real Time Snatch Theft Detection using Deep Learning Networks
by: Zamri N.F.M.; Tahir N.M.; Ali M.S.M.; Ashar N.D.K.; Almisreb A.A.
Published: (2023)

Semi-automatic methods in video forgery detection based on multi-view dimension
by: Al-Sanjary O.I.; Ghazali N.; Ahmed A.A.; Sulong G.
Published: (2018)

A Structured Literature Review on the Modeling Educational Video for Student Learning in Higher Education Institution
by: Rahman K.A.; Arifin N.A.M.; Mokhtar S.A.; Aziz T.M.F.T.A.; Shukry A.I.M.; Rosli N.N.I.N.; Wan Azib W.N.H.
Published: (2024)

Detection of overhead line glass insulator condition using dual function device and deep learning approach
by: Salem A.A.A.; Lau K.Y.; Abu-Saida A.
Published: (2024)

Detection of overhead line glass insulator condition using dual function device and deep learning approach
by: Salem, et al.
Published: (2024)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
by: Hamid M.Z.A.; Daud K.; Soh Z.H.C.; Osman M.K.; Isa I.S.; Ishak N.H.
Published: (2024)

Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron
by: Khalid, et al.
Published: (2024)

Data-Driven Efficient Medical Image Segmentation with Object-Oriented Deep Neural Networks
by: Fadzil A.F.A.; Ibrahim S.; Mangshor N.N.A.; Samah K.A.F.A.; Sabri N.; Md Ghani N.A.
Published: (2023)

Rumor detection based on deep learning techniques: a systematic review
by: Zhang L.; Ibrahim S.; Fadzil A.F.A.
Published: (2024)

The Molecular Approaches and Challenges of Streptococcus pneumoniae Serotyping for Epidemiological Surveillance in the Vaccine Era
by: Abdul Rahman N.A.; Mohd Desa M.N.; Masri S.N.; Taib N.M.; Sulaiman N.; Hazman H.; John J.
Published: (2023)

Deep Learning-Based High Performance Intrusion Detection System for Imbalanced Datasets
by: Ahmed F.; Gunawan T.S.; Nordin A.N.; Rahim R.A.; Zain Z.M.; Zaki Hamidi E.A.
Published: (2023)

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Educational game as interactive learning for hurricane safety
by: Rosli M.S.; Mangshor N.N.A.; Sabri N.; Ibrahim Z.
Published: (2017)

Machine learning with task-technology fit theory factors for predicting students’ adoption in video-based learning
by: Masrom S.; Rahman R.A.; Baharun N.; Rohani S.R.S.; Rahman A.S.A.
Published: (2023)

Calculus video recommender system
by: Adam N.L.; Aiman Sulaiman M.S.; Soh S.C.
Published: (2019)

Enhancing Badminton Learning for Deaf Children: Development and Evaluation of an Interactive Video Module
by: Kurniawan, et al.
Published: (2024)

Identifying Issues of Video Conferencing Tools for Teaching and Learning Using the PACT Framework
by: Ling S.E.; Chan M.K.Y.; Khalid M.S.; Ling S.C.; Engkamat A.
Published: (2024)

Remote Monitoring Surveillance System via LabVIEW employing the use of Hybrid Renewable Energy
by: Damanhuri N.S.; Mahalel N.S.B.; Ibrahim I.R.; Othman N.A.; Meng B.C.C.; Boudville R.
Published: (2024)

A private cloud-based video transcoding architecture for project-based learning environment
by: Ibrahim M.F.; Adnan R.; Zainol Z.; Abdullah N.A.S.
Published: (2018)