A container-based elastic cloud architecture for pseudo real-time exploitation of wide area motion imagery (wami) stream

R Wu, B Liu, Y Chen, E Blasch, H Ling… - Journal of Signal …, 2017 - Springer
Real-time information fusion based on WAMI (Wide-Area Motion Imagery), FMV (Full Motion
Video), and text data is highly desired for many mission critical emergency or military …

Multi-object tracking cascade with multi-step data association and occlusion handling

NM Al-Shakarji, F Bunyak… - 2018 15th IEEE …, 2018 - ieeexplore.ieee.org
Multi-object tracking is a fundamental computer vision task with a wide variety of real-life
applications ranging from surveillance and monitoring to biomedical video analysis. Multi …

Summary of methods in wide-area motion imagery (WAMI)

E Blasch, G Seetharaman, S Suddarth… - … and Video Analytics …, 2014 - spiedigitallibrary.org
In the last decade, there have been numerous developments in wide-area motion imagery
(WAMI) from the sensor design to data exploitation. In this paper, we summarize the …

Robust nighttime vehicle detection by tracking and grouping headlights

Q Zou, H Ling, S Luo, Y Huang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Nighttime traffic surveillance is difficult due to insufficient and unstable appearance
information and strong background interference. We present in this paper a robust nighttime …

Vehicle detection in wide area aerial surveillance using temporal context

P Liang, H Ling, E Blasch… - Proceedings of the …, 2013 - ieeexplore.ieee.org
Moving vehicle detection from wide area aerial surveillance is an important and challenging
task, which can be aided by context information. In this paper, we present a Temporal …

Pattern of life from WAMI objects tracking based on visual context-aware tracking and infusion network models

J Gao, H Ling, E Blasch, K Pham… - … , Sensor Fusion, and …, 2013 - spiedigitallibrary.org
With the emergence of long lasting surveillance systems, eg, full motion video (FMV)
networks and wide area motion imagery (WAMI) sensors, extracting targets' long term …

Robust multi-object tracking with semantic color correlation

NM Al-Shakarji, G Seetharaman… - 2017 14th IEEE …, 2017 - ieeexplore.ieee.org
Multi-object tracking is an important computer vision task with wide variety of real-life
applications from surveillance and monitoring to biomedical video analysis. Multi-object …

Automated traffic surveillance system with aerial camera arrays imagery: Macroscopic data collection with vehicle tracking

X Zhao, D Dawson, WA Sarasua… - Journal of Computing in …, 2017 - ascelibrary.org
The paper presents a novel computer vision-based traffic surveillance system capable of
processing aerial imagery to track vehicles and their movements. The system uses a …

Video-based activity analysis using the L1 tracker on VIRAT data

E Blasch, Z Wang, H Ling… - 2013 IEEE Applied …, 2013 - ieeexplore.ieee.org
Developments in video tracking have addressed various aspects such as target detection,
tracking accuracy, algorithm comparison, and implementation methods which are briefly …

Registration of aerial imagery to vector road maps with on-road vehicular detection and tracking

AS Elliethy, G Sharma - US Patent App. 15/076,309, 2017 - Google Patents
the present disclosure relates to the registration of vector road map data with high altitude
area imagery data and, in particular, to the use of vehicular movement information obtained …