Towards More Efficient Security Inspection via Deep Learning: A Task-Driven X-ray Image Cropping Scheme

Towards More Efficient Security Inspection via Deep Learning: A Task-Driven X-ray Image Cropping Scheme

X-ray imaging machines are widely used in border control checkpoints or public transportation, for luggage scanning and inspection. Recent advances in deep learning enabled automatic object detection of X-ray imaging results to largely reduce labor costs. Compared to tasks on natural images, object...

Full description

Bibliographic Details
Main Authors: Hong Duc Nguyen, Rizhao Cai, Heng Zhao, Alex C. Kot, Bihan Wen
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Micromachines
Subjects:
X-ray imaging
objective detection
image cropping
deep learning
features extraction
Online Access:https://www.mdpi.com/2072-666X/13/4/565

Internet

https://www.mdpi.com/2072-666X/13/4/565

Similar Items