Workshop on Object Detection and Recognition for Security Screening (ODRSS19)

This is a local copy of the programme from https://odrss.blogs.lincoln.ac.uk/ DOIs have been added to this document.

Editors:
Professor John C. Murray, Professor of Robotics and Autonomous Systems, University of Hull, UK.
Dr Patrick Dickinson, Principal Lecturer, University of Lincoln, UK.
Dr Tryphon Lambrou, Senior Lecturer, University of Lincoln, UK.
Professor Jason Ralph, Professor of Electrical Engineering, University of Liverpool, UK.
Professor Toby Breckon, Professor of Computer Science, Durham University, UK


Oral Session 1

1: The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery, [pdf]
Authors: Neelanjan Bhowmi, Qian Wang, Yona Falinie A. Gaus, Marcin Szarek, Toby Breckon
DOI: https://dx.doi.org/10.5244/C.33.336
2: DCNNs: A Transfer Learning comparison of Full Weapon Family threat detection for Dual-Energy X-Ray Baggage Imagery, [pdf]
Authors: Ashley C Williamson, Patrick Dickinson, Tryphon Lambrou, John C Murray
DOI: https://dx.doi.org/10.5244/C.33.337
3: Using Manifold Embedding for Automatic Threat Detection: An Alternative Machine Learning Approach, [pdf]
Authors: Roberta Piroddi, Elias Griffith, Yannis Goulermas, Simon Maskell, Jason Ralph
DOI: https://dx.doi.org/10.5244/C.33.338

Oral Session 2

1: MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery, [pdf]
Authors: Reza Bahmanyar, Eleonora Vig, Peter Reinartz
DOI: https://dx.doi.org/10.5244/C.33.339
2: Foreground object detection enhancement by adaptive super resolution for video surveillance, [pdf]
Authors: Miguel A. Molina Cabello, David A. Elizondo, Rafael Marcos Luque-Baena, Ezequiel Lopez-Rubio
DOI: https://dx.doi.org/10.5244/C.33.340
3: SP-NET: One Shot Fingerprint Singular-Point Detector, [pdf]
Authors: Geetika Arora, Ranjeet Ranjan Jha, Akash Agrawal, Kamlesh Tiwari, Aditya Nigam
DOI: https://dx.doi.org/10.5244/C.33.341

Posters:

1: HMMN: Hard Sample Mining Memory Network for Re-identification, [pdf]
Authors: Qing Li, Pengcheng Han, Shuhui Bu, Ke Li
DOI: https://dx.doi.org/10.5244/C.33.342
2: A low-power end-to-end hybrid neuromorphic framework for surveillance applications, [pdf]
Authors: Andres Camillo Ussa Caycedo, Luca Della Vedova, Vandana Reddy Padala, Deepak Singla, Jyotibdha Acharya, Charles Zhang Lei, Garrick Orchard, Arindam Basu, Bharath Ramesh
DOI: https://dx.doi.org/10.5244/C.33.343
3: Feature Map Random Transfer-based Heterogeneous Data Fusion for Pedestrian Detection in Far IR Images, [pdf]
Authors: Junhwan Ryu, Sungho Kim
DOI: https://dx.doi.org/10.5244/C.33.344
4: Homography estimation with deep convolutional neural networks by random color transformations, [pdf]
Authors: Miguel A. Molina Cabello, David A. Elizondo, Rafael Marcos Luque-Baena, Ezequiel Lopez-Rubio
DOI: https://dx.doi.org/10.5244/C.33.345
5: A deep learning based autonomous distance estimation and tracking of multiple objects for improvement in safety and security in railways, [pdf]
Authors: Muhammad Abdul Haseeb, Danijela Ristic-Durrant, Axel Graser
DOI: https://dx.doi.org/10.5244/C.33.346