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CNN with spatio-temporal information for fast suspicious object detection and recognition in THz security images

https://doi.org/10.1016/j.sigpro.2019.02.029
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Semi-Nonnegative Matrix Factorization for Motion Segmentation with Missing Data
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A local feature method for the detection of flaws in automated X-ray inspection of castings
inferredcites →https://doi.org/10.1016/j.cviu.2013.11.009openalex-snapshot
Robust PCA via Principal Component Pursuit: A review for a comparative evaluation in video surveillance
inferredcites →https://doi.org/10.1016/j.ins.2014.03.014openalex-snapshot
A shape-initialized and intensity-adaptive level set method for auroral oval segmentation
inferredcites →https://doi.org/10.1016/j.sigpro.2017.10.024openalex-snapshot
Feature fusion with covariance matrix regularization in face recognition
inferredcites →https://doi.org/10.1016/j.sigpro.2017.11.003openalex-snapshot
A Deep Residual convolutional neural network for facial keypoint detection with missing labels
inferredcites →https://doi.org/10.1016/s0165-1684(02)00391-2openalex-snapshot
Explosives detection systems (EDS) for aviation security
inferredcites →https://doi.org/10.1016/s0167-8655(02)00056-9openalex-snapshot
Texture classification using Gabor filters
inferredcites →https://doi.org/10.1023/b:visi.0000029664.99615.94openalex-snapshot
Distinctive Image Features from Scale-Invariant Keypoints
inferredcites →https://doi.org/10.1109/5254.708428openalex-snapshot
Support vector machines
inferredcites →https://doi.org/10.1109/cvpr.1993openalex-snapshot
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/cvpr.2005.177openalex-snapshot
Histograms of Oriented Gradients for Human Detection
inferredcites →https://doi.org/10.1109/cvpr.2006.68openalex-snapshot
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
inferredcites →https://doi.org/10.1109/cvpr.2008.4587597openalex-snapshot
A discriminatively trained, multiscale, deformable part model
inferredcites →https://doi.org/10.1109/cvpr.2008.4587845openalex-snapshot
Human-assisted motion annotation
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298594openalex-snapshot
Going deeper with convolutions
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.634openalex-snapshot
Aggregated Residual Transformations for Deep Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00062openalex-snapshot
Scale-Transferrable Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2018.00377openalex-snapshot
An Analysis of Scale Invariance in Object Detection - SNIP
inferredcites →https://doi.org/10.1109/cvpr.2018.00442openalex-snapshot
Single-Shot Refinement Neural Network for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2018.00913openalex-snapshot
Path Aggregation Network for Instance Segmentation
inferredcites →https://doi.org/10.1109/icist.2018.8426165openalex-snapshot
A Deep Learning Method for Detection of Dangerous Equipment
inferredcites →https://doi.org/10.1109/ist.2018.8577111openalex-snapshot
Segmentation of Concealed Objects in Active Terahertz Images
inferredcites →https://doi.org/10.1109/lgrs.2014.2300170openalex-snapshot
SAR Imaging With Undersampled Data via Matrix Completion
inferredcites →https://doi.org/10.1109/msp.2005.1406480openalex-snapshot
Imaging for concealed weapon detection: a tutorial overview of development in imaging sensors and processing
inferredcites →https://doi.org/10.1109/tifs.2016.2571260openalex-snapshot
Comparative Studies of Passive Imaging in Terahertz and Mid-Wavelength Infrared Ranges for Object Detection
inferredcites →https://doi.org/10.1109/tip.2008.2006662openalex-snapshot
Detection and Segmentation of Concealed Objects in Terahertz Images
inferredcites →https://doi.org/10.1109/tip.2018.2882926openalex-snapshot
Moving Object Detection in Video via Hierarchical Modeling and Alternating Optimization
inferredcites →https://doi.org/10.1109/tnnls.2013.2252925openalex-snapshot
A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function
inferredcites →https://doi.org/10.1109/tpami.2012.271openalex-snapshot
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization
inferredcites →https://doi.org/10.1109/tpami.2015.2389824openalex-snapshot
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
inferredcites →https://doi.org/10.1109/tpami.2017.2709749openalex-snapshot
SIFT Meets CNN: A Decade Survey of Instance Retrieval
inferredcites →https://doi.org/10.1117/12.720004openalex-snapshot
Unsupervised image segmentation for passive THz broadband images for concealed weapon detection
inferredcites →https://doi.org/10.1145/1970392.1970395openalex-snapshot
Robust principal component analysis?
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1364/oe.16.001208openalex-snapshot
Real-time terahertz color scanner for moving objects
inferredcites →https://doi.org/10.1364/oe.19.002530openalex-snapshot
Real-time outdoor concealed-object detection with passive millimeter wave imaging
inferredcites →https://doi.org/10.3390/s18072327openalex-snapshot
Terahertz Image Detection with the Improved Faster Region-Based Convolutional Neural Network
inferredcites →https://doi.org/10.48550/arxiv.1704.04861openalex-snapshot
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
inferredcites →https://doi.org/10.48550/arxiv.1804.02767openalex-snapshot
YOLOv3: An Incremental Improvement
inferredcites →https://doi.org/10.48550/arxiv.1804.06215openalex-snapshot
DetNet: A Backbone network for Object Detection

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Modified Bow-Tie Antenna Array with Controllable Electric Near-Field Enhancement for Terahertz Band
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Concealed Hazardous Object Detection for Terahertz Images with Cross-Feature Fusion Transformer
inferred← citeshttps://doi.org/10.1002/advs.202407824openalex-snapshot
Novel Octa‐Structure Metamaterial Architecture for High Q‐Factor and High Sensitivity in THz Impedance Spectroscopy
inferred← citeshttps://doi.org/10.1007/s10694-022-01229-yopenalex-snapshot
Transmission Characteristics of Terahertz Imaging Detection in Smoke Environments
inferred← citeshttps://doi.org/10.1007/s10762-019-00628-7openalex-snapshot
Hidden Object Detection and Recognition in Passive Terahertz and Mid-wavelength Infrared
inferred← citeshttps://doi.org/10.1007/s10921-026-01359-1openalex-snapshot
Defect Localization in Composites Using AI-Augmented Thz Imaging
inferred← citeshttps://doi.org/10.1007/s11042-021-11446-2openalex-snapshot
Object detection and recognition using contour based edge detection and fast R-CNN
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Terahertz video-based hidden object detection using YOLOv5m and mutation-enabled salp swarm algorithm for enhanced accuracy and faster recognition
inferred← citeshttps://doi.org/10.1007/s42979-024-02869-3openalex-snapshot
A Critical Study on Suspicious Object Detection with Images and Videos Using Machine Learning Techniques
inferred← citeshttps://doi.org/10.1016/b978-0-12-818556-8.00009-4openalex-snapshot
A Survey on Machine Learning Techniques for THz Image Analysis
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.110432openalex-snapshot
Detection of concealed object using terahertz images: A comprehensive review
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SWiT-Match: A framework integrating wavelet transform and leveraging dual-view imaging for millimeter-wave concealed object detection
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An encrypted coverless information hiding method based on generative models
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A lightweight and efficient detector for concealed object in active millimeter wave images
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Adaptive segmentation model for liver CT images based on neural network and level set method
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Modified bow-tie antenna array with efficient electric near-field enhancement for terahertz band
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Concealed hazardous object detection for terahertz images with cross-feature fusion transformer
inferred← citeshttps://doi.org/10.1016/j.optlaseng.2024.108620openalex-snapshot
Self-supervised learning-based re-parameterization instance segmentation for hazardous object in terahertz image
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Terahertz absorber based on double-layer graphene metasurface with tunable absorption window and intensity
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Review on the terahertz transmission devices and their applications: From metal waveguides to terahertz fibers
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A novel deformable body partition model for MMW suspicious object detection and dynamic tracking
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Image alignment using mixture models for discontinuous deformations
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DCD-Net: Weakly supervised decomposition learning for real-world image dehazing
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Anti-deformation low loss double pentagon nested terahertz hollow core fiber
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Doped Polyaniline/Graphene Composites for Photothermoelectric Detectors
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Improved SSD network for fast concealed object detection and recognition in passive terahertz security images
inferred← citeshttps://doi.org/10.1038/s41598-024-53045-9openalex-snapshot
Few-shot concealed object detection in sub-THz security images using improved pseudo-annotations
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Enhancing concealed object detection in active THz security images with adaptation-YOLO
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Terahertz dual-polarization 3-bit coding metasurface based on two pairs of C-shaped split-ring resonators for holographic imaging
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Reviews of algorithm-driven terahertz metamaterials: From intelligent design to multidisciplinary applications
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Unsupervised Terahertz Image Restoration Based on CycleGan
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3D Printed Effective Single-Mode Terahertz Antiresonant Hollow Core Fiber
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Coded-Aperture Computational Millimeter-Wave Image Classifier Using Convolutional Neural Network
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A Deep Transfer Learning Model for Packaged Integrated Circuit Failure Detection by Terahertz Imaging
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Machine Learning and Application in Terahertz Technology: A Review on Achievements and Future Challenges
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Video Surveillance System with Unattended Objects Detection
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Imaging of thick objects using silicon Bessel zone plates at 0.6 THz
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Suspicious Object Detection for Millimeter-Wave Images With Multi-View Fusion Siamese Network
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