Crime prediction using machine learning and deep learning: A systematic review and future directions
Predicting crime using machine learning and deep learning techniques has gained
considerable attention from researchers in recent years, focusing on identifying patterns and …
considerable attention from researchers in recent years, focusing on identifying patterns and …
Hawk-eye: An ai-powered threat detector for intelligent surveillance cameras
AA Ahmed, M Echi - IEEE Access, 2021 - ieeexplore.ieee.org
With recent advances in both AI and IoT capabilities, it is possible than ever to implement
surveillance systems that can automatically identify people who might represent a potential …
surveillance systems that can automatically identify people who might represent a potential …
E2E-VSDL: End-to-end video surveillance-based deep learning model to detect and prevent criminal activities
MQ Gandapur - Image and Vision Computing, 2022 - Elsevier
Crime detection and their prediction is a fundamental process to reduce criminal activities
before they actually happen. Moreover, the detection method is vital since can it potentially …
before they actually happen. Moreover, the detection method is vital since can it potentially …
Smart policing technique with crime type and risk score prediction based on machine learning for early awareness of risk situation
MS Baek, W Park, J Park, KH Jang, YT Lee - IEEE Access, 2021 - ieeexplore.ieee.org
In order to quickly and effectively respond to a newly received criminal case, information
regarding the type and severity of the case is crucial for authorities. This paper designs and …
regarding the type and severity of the case is crucial for authorities. This paper designs and …
[HTML][HTML] Detection and classification of different weapon types using deep learning
Today, with the increasing number of criminal activities, automatic control systems are
becoming the primary need for security forces. In this study, a new model is proposed to …
becoming the primary need for security forces. In this study, a new model is proposed to …
[PDF][PDF] Mini-review of street crime prediction and classification methods
Crime rates are one of the biggest problems in today's modern society, especially in urban
cities. Various techniques on crime prediction and detection have been developed by …
cities. Various techniques on crime prediction and detection have been developed by …
[HTML][HTML] ACF: an armed CCTV footage dataset for enhancing weapon detection
N Hnoohom, P Chotivatunyu, A Jitpattanakul - Sensors, 2022 - mdpi.com
Thailand, like other countries worldwide, has experienced instability in recent years. If
current trends continue, the number of crimes endangering people or property will expand …
current trends continue, the number of crimes endangering people or property will expand …
Identification of illicit activities & scream detection using computer vision & deep learning
R Mathur, T Chintala… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Self-reliant technologies as well as fully automated technologies are the few technology
behemoths that propel entire disciplines forward by various bounds. Significant advances in …
behemoths that propel entire disciplines forward by various bounds. Significant advances in …
An optimized machine learning and big data approach to crime detection
A Palanivinayagam, SS Gopal… - Wireless …, 2021 - Wiley Online Library
Crime detection is one of the most important research applications in machine learning.
Identifying and reducing crime rates is crucial to developing a healthy society. Big Data …
Identifying and reducing crime rates is crucial to developing a healthy society. Big Data …
Social network analysis for crime rate detection using Spizella swarm optimization based BiLSTM classifier
P Mithoo, M Kumar - Knowledge-Based Systems, 2023 - Elsevier
Technical advancements initiated a rapid increase in criminal activity over time. For the
prevention of these criminal activities, preventive measures are needed. In order to monitor …
prevention of these criminal activities, preventive measures are needed. In order to monitor …