Fetching the paper…
Reading the bibliography…
For the safety of the traveling public, the Transportation Security Administration (TSA) operates security checkpoints at airports in the United States, seeking to keep dangerous items off airplanes.
Backpropagation Applied to Handwritten Zip Code Recognition
Yann LeCun, Bernhard Boser, John S Denker, Donnie Henderson, Richard E Howard, Wayne Hubbard, and Lawrence D Jackel · 1989
Earlier work this paper cites.
Object Recognition from Local Scale-Invariant Features
David G. Lowe · 1999
Earlier work this paper cites.
On the Momentum Term in Gradient Descent Learning Algorithms
Ning Qian · 1999
Earlier work this paper cites.
ImageNet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Fei-Fei Li · 2009
Earlier work this paper cites.
The PASCAL Visual Object Classes (VOC) Challenge
Mark Everingham, Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman · 2010
Earlier work this paper cites.
Visual Words on Baggage X-Ray Images
Muhammetand Baştan, Mohammad Reza Yousefi, and Thomas M. Breuel · 2011
Earlier work this paper cites.
Neural Networks for Machine Learning – Lecture 6a – Overview of Mini-Batch Gradient Descent, 2012
Geoffrey Hinton, Nitish Srivastava, and Kevin Swersky · 2012
Earlier work this paper cites.
ImageNet Classification with Deep Convolutional Neural Networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
Earlier work this paper cites.
Object Recognition in Multi-View Dual Energy X-ray Images
Muhammet Bastan, Wonmin Byeon, and Thomas Breuel · 2013
Earlier work this paper cites.
Improving Feature-Based Object Recognition for X-Ray Baggage Security Screening Using Primed Visual Words
Diana Turcsany, Andre Mouton, and Toby P. Breckon · 2013
Earlier work this paper cites.
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014
Earlier work this paper cites.
Microsoft COCO: Common Objects in Context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
CNN features off-the-shelf: an astounding baseline for recognition
Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, and Stefan Carlsson · 2014
Earlier work this paper cites.
How transferable are features in deep neural networks?
Jason Yosinski, Jeff Clune, Yoshua Bengio, and Hod Lipson · 2014
Cited alongside, same era.
Visualizing and Understanding Convolutional Networks
Matthew D. Zeiler and Rob Fergus · 2014
Cited alongside, same era.
TensorFlow: Large-scale machine learning on heterogeneous distributed systems, 2015
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mane, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viegas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng · 2015
Cited alongside, same era.
Fast R-CNN
Ross Girshick · 2015
Cited alongside, same era.
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe and Christian Szegedy · 2015
Cited alongside, same era.
SSD: Single Shot MultiBox Detector
Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg · 2016
Later among the works it cites.
Object Recognition in Baggage Inspection Using Adaptive Sparse Representations of X-ray Images
Domingo Mery, Erick Svec, and Marco Arias · 2016
Later among the works it cites.
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, and Alex Alemi · 2016
Later among the works it cites.
An Evaluation of Region Based Object Detection Strategies within X-ray Baggage Security Imagery
Samet Akcay and Toby P Breckon · 2017
Later among the works it cites.
Speed/Accuracy Trade-offs for Modern Convolutional Object Detectors
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, and et al · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
Cited alongside, same era.
Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan and Andrew Zisserman · 2015
Cited alongside, same era.
Transfer Learning Using Convolutional Neural Networks for Object Classification within X-ray Baggage Security Imagery
Samet Akçay, Mikolaj E Kundegorski, Michael Devereux, and Toby P Breckon · 2016
Cited alongside, same era.
The Cityscapes Dataset for Semantic Urban Scene Understanding
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele · 2016
Cited alongside, same era.
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jifeng Dai, Yi Li, Kaiming He, and Jian Sun · 2016
Cited alongside, same era.
Deep Learning
Ian Goodfellow, Yoshua Bengio, and Aaron Courville · 2016
Cited alongside, same era.
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
Joseph Redmon and Ali Farhadi · 2017
Later among the works it cites.
Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise
Thomas W Rogers, Nicolas Jaccard, Edward J Morton, and Lewis D Griffin · 2017
Later among the works it cites.
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh, and Abhinav Gupta · 2017
Later among the works it cites.
Using Deep Convolutional Neural Network Architectures for Object Classification and Detection within X-ray Baggage Security Imagery
Samet Akcay, Mikolaj E Kundegorski, Chris G Willcocks, and Toby P Breckon · 2018
Later among the works it cites.
Automatic Threat Recognition of Prohibited Items at Aviation Checkpoints with X-Ray Imaging: a Deep Learning Approach
Kevin J Liang, Geert Heilmann, Christopher Gregory, Souleymane Diallo, David Carlson, Gregory Spell, John Sigman, Kris Roe, and Lawrence Carin · 2018
Later among the works it cites.
TSA Year in Review: A Record Setting 2018
Jay Wagner · 2018
Later among the works it cites.
Learning Transferable Architectures for Scalable Image Recognition
Barret Zoph, Vijay Vasudevan, Jonathon Shlens, and Quoc V. Le · 2018
Later among the works it cites.