Detecting Overlapped Objects in X-Ray Security Imagery by a Label-Aware Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2022.3154287
Abstract: One of the key challenges to the X-ray security check is to detect the overlapped items in backpacks or suitcases in the X-ray images. Most existing methods improve the robustness of models to the object… read more here.
Keywords: overlapped objects; label aware; aware mechanism; security ... See more keywords
Open-Vocabulary Prohibited Item Detection for Real-World X-Ray Security Inspection
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DOI: 10.1109/tifs.2025.3586492
Abstract: Computer-aided prohibited item detection is applied in X-ray security inspection to maintain public safety. However, existing prohibited item detectors are limited to a small set of categories in current X-ray datasets, posing potential risks to… read more here.
Keywords: item detection; item; prohibited item; ray security ... See more keywords
A Data Augmentation Method for Prohibited Item X-Ray Pseudocolor Images in X-Ray Security Inspection Based on Wasserstein Generative Adversarial Network and Spatial-and-Channel Attention Block
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8172466
Abstract: For public security and crime prevention, the detection of prohibited items in X-ray security inspection based on deep learning has attracted widespread attention. However, the pseudocolor image dataset is scarce due to security, which brings… read more here.
Keywords: ray; security inspection; security; augmentation ... See more keywords
Lightweight prohibited item detection method based on YOLOV4 for x-ray security inspection.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.467717
Abstract: In the area of public safety and crime prevention, some research based on deep learning has achieved success in the detection of prohibited items for x-ray security inspection. However, the number of parameters and computational… read more here.
Keywords: security inspection; detection; yolov4; method ... See more keywords