Concepedia

A comprehensive study towards high-level approaches for weapon detection using classical machine learning and deep learning methods

Pavinder Yadav, Nidhi Gupta, Pawan K. Sharma

Expert Systems with Applications · 2022 · 71 citations · 41 references

Concepts

ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningDeep LearningFeature DetectionObject DetectionObject RecognitionPattern RecognitionRepresentation LearningClassical Machine LearningDeep Edge DetectionDeep Learning For Incident ClassificationDeep Learning-based DetectionDeep Learning-based IdentificationFeature Pyramid NetworksProbabilistic Deep LearningWeapon Retrieval

References

41

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

A Computational Approach to Edge Detection

John Canny · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1986 · 29.1K citations

Computing, Computer Science, Computer Vision +16

Object recognition from local scale-invariant features

David Lowe · 1999 · 16.2K citations

Computing, Computer Science, Vision Science +17