journal article·2021Open access

Intelligent Ammunition Detection and Classification System Using Convolutional Neural Network

Gulzar Ahmad, Saad Alanazi, Madallah Alruwaili, Fahad Ahmad, Muhammad Adnan Khan, Sagheer Abbas, Nadia Tabassum

Computers, Materials & Continua· Volume 67· Issue 2

Abstract

Security is a significant issue for everyone due to new and creative ways to commit cybercrime. The Closed-Circuit Television (CCTV) systems are being installed in offices, houses, shopping malls, and on streets to protect li... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Anomaly Detection Techniques and Applications · Fire Detection and Safety Systems · Digital Media Forensic Detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (32)

Show source-provided references
1. Automated detection of firearms and knives in a CCTV image10.3390/s16010047 ↗
2. Automatic handgun detection alarm in videos using deep learning10.1016/j.neucom.2017.05.012 ↗
3. Modelling smart road traffic congestion control system using machine learning techniques10.14311/NNW.2019.29.008 ↗
4. Detection of objects in images using region-based convolutional neural networks
5. Developing a real-time gun detection classifier
6. Smart innovative cities: The impact of smart city policies on urban innovation10.1016/j.techfore.2018.07.022 ↗
7. The many faces of working memory and short-term storage10.3758/s13423-016-1191-6 ↗
8. Role of distributed ledger technology (DLT) to enhance resiliency in internet of things (IOT) ecosystem
9. Almotaeryi and Resheed, “An integrated framework for CCTV infrastructures deployment in KSA: Towards an automated surveillance,” Doctoral Thesis, North Umbria University, pp. 1–183, 2018.
10. The effectiveness of data augmentation in image classification using deep learning
11. Deep learning for medical image processing: Overview, challenges and the future10.1007/978-3-319-65981-7_12 ↗
12. Convolutional neural networks for image denoising in infocommunication systems
13. Beyond a Gaussian denoiser: Residual learning of deep CNN for image denoising10.1109/TIP.2017.2662206 ↗
14. Deep learning-based crack damage detection using convolutional neural networks10.1111/mice.12263 ↗
15. License plate image super-resolution based on convolutional neural network
16. Nexus services in smart city ecosystems
17. Masked neural style transfer using convolutional neural networks
18. Very deep convolutional networks for large-scale image recognition
19. Performance evaluation of fiware: A cloud-based IoT platform for smart cities10.1016/j.jpdc.2018.12.010 ↗
20. Deformable part models are convolutional neural networks
21. Face detection with the faster R-CNN
22. Gan-powered deep distributional reinforcement learning for resource management in network slicing10.1109/JSAC.2019.2959185 ↗
23. An adaptive approach: Smart traffic congestion control system10.1016/j.jksuci.2018.10.011 ↗
24. Blind channel and data estimation using fuzzy logic-empowered opposite learning-based mutant particle swarm optimization10.1155/2018/6759526 ↗
25. Intelligent transportation system (ITS) for smart-cities using mamdani fuzzy inference system10.14569/IJACSA.2018.090215 ↗
26. Automated diagnosis of hepatitis B using multilayer mamdani fuzzy inference system10.1155/2019/6361318 ↗
27. Standardization of cloud security using mamdani fuzzifier
28. The application of convolutional neural network in security code recognition
29. Road damage detection and classification using mask R-CNN with densenet backbone10.32604/cmc.2020.011191 ↗
30. An improved deep fusion CNN for image recognition10.32604/cmc.2020.011706 ↗
31. A novel method of heart failure prediction based on dpcnnxgboost model10.32604/cmc.2020.011278 ↗
32. ECG classification using deep CNN improved by wavelet transform10.32604/cmc.2020.09938 ↗