Detection of violent activity in surveillance system using different deep learning techniques

Detection of violent activity in surveillance system using different deep learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awduron:	Chakravorty, Tirthendu Prosad, Abeer, Mobashra, Baroi, Shaiane Prema, Roy, Sristy
Awduron Eraill:	Karim, Dewan Ziaul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Violent activity Surveillance system Activity recognition Deep learning Neural network Neural networks (Computer science) Data mining
Mynediad Ar-lein:	http://hdl.handle.net/10361/23573

Eitemau Tebyg

Violent activity detection through surveillance camera using deep learning
gan: Miah, Parvez, et al.
Cyhoeddwyd: (2023)

Violent crime, violent criminals /
Cyhoeddwyd: (1989)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

Efficient Spatio-temporal feature extraction for human action recognition
gan: Ghosh, Dipon Kumar
Cyhoeddwyd: (2022)

Smart surveillance system for identifying bikers without helmets using deep learning
gan: Hossain, MD. Iqbal, et al.
Cyhoeddwyd: (2020)

An android application to predict human activity using a deep learning LSTM model
gan: Sikder, Debabrata
Cyhoeddwyd: (2024)

Using deep learning algorithms to detect violent activities
gan: Ammar, S.M. Rojin, et al.
Cyhoeddwyd: (2019)

Automatic helmet-less biker detection using deep learning
gan: Ratul, Md. Ibrahim, et al.
Cyhoeddwyd: (2024)

Prevalence of and Factors Associated with Insufficient Physical Activity Among Adolescents: Evidence from the National Nutrition Surveillance Study
gan: Hossain, Md Mokbul, et al.
Cyhoeddwyd: (2022)

A viseme recognition system using lip curvature and neural networks to detect Bangla vowels
gan: Akhter, Nahid
Cyhoeddwyd: (2017)

Audio recognition using feed forward neural network optimized by principle component analysis
gan: Momo, Nusrat Suzana, et al.
Cyhoeddwyd: (2017)

Visual speech recognition using artificial neural networking
gan: Sharmili, Nowshin, et al.
Cyhoeddwyd: (2018)

Computational analysis and detection of Bengali communal violent speech
gan: Khondoker, Abdullah, et al.
Cyhoeddwyd: (2024)

Risk factors of violent death in rural Bangladesh, 1990-1999
gan: Hadi, Abdullahel
Cyhoeddwyd: (2019)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Isolated bangla handwritten character & digit recognition using convolutional neural network
gan: Alif, Mujadded Al Rabbani, et al.
Cyhoeddwyd: (2018)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

Deep 3D convolutional neural network in early detection of Lung cancer
gan: Hossain, Khandoker Jobayer, et al.
Cyhoeddwyd: (2019)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
gan: Nahar, Jannatun, et al.
Cyhoeddwyd: (2022)

Inadequate dietary diversity and Its determinants among adolescent girls and boys: Evidence from the National Nutrition surveillance study in Bangladesh
gan: Akter, Fahmida, et al.
Cyhoeddwyd: (2022)

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

Risk factors of violent death in rural Bangladesh, 1990-1999
gan: Hadi, Abdullahel
Cyhoeddwyd: (2020)

Abandoned object detection with video surveillance
gan: Aurangzeb, Chowdhury Farsad, et al.
Cyhoeddwyd: (2015)

A machine learning approach to detect DeepFake videos
gan: Hassan, Md. Mahedi, et al.
Cyhoeddwyd: (2021)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
gan: Shuhin, Syed Adiba, et al.
Cyhoeddwyd: (2019)

An approach to detect smartphone addiction through activity recognition and app usage behaviour
gan: Uz Zaman, Nur, et al.
Cyhoeddwyd: (2023)

Prediction of human activity using machine learning
gan: Tisha, Sadia Nasrin, et al.
Cyhoeddwyd: (2020)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

Neural networks for pattern recognition /
gan: Bishop, Christopher M.
Cyhoeddwyd: (1995)

Fruit and vegetable freshness detection using deep learning
gan: Haque, Md. Mahidul, et al.
Cyhoeddwyd: (2023)

Elderly women are disproportionately vulnerable to hypertension in Bangladesh: Evidence from the National Nutrition Surveillance Study
gan: Hanif, Abu Abdullah Mohammad, et al.
Cyhoeddwyd: (2022)

Surveillance of morbidity and mortality : module 4 user's guide /
gan: Claquin, Pierre
Cyhoeddwyd: (1993)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

Classification of different magnetic structures from image data using deep neural networks
gan: Ibn Hasib, Fahad, et al.
Cyhoeddwyd: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Bangla text classification using machine learning and deep learning techniques
gan: Salehin, Kamrus, et al.
Cyhoeddwyd: (2021)

Abnormal behavior detection of human by video surveillance system
gan: Amin, Anisul, et al.
Cyhoeddwyd: (2015)

Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet
gan: Al-imran, et al.
Cyhoeddwyd: (2019)