Highway accident detection and classification from live traffic surveillance cameras: a comprehensive dataset and video action recognition benchmarking

May 27, 2022

Landry Kezebou, Victor Oludare, Karen Panetta, James Intrilligator and Sos Agaian, Proc. SPIE 12100, Multimodal Image Exploitation and Learning 2022, 121000M (27 May 2022);

video, 3D modeling, Video surveillance, Data modeling, Motion models, Performance modeling, Cameras, Surveillance, Image classification, Intelligence systems

Quaternion based neural network for hyperspectral image classification

May 26, 2020

Shishir Paramathma, Rao; Karen Panetta; Sos Agaian, Proc. SPIE 11399, Mobile Multimedia/Image Processing, Security, and Applications 2020, 113990S (26 May 2020).

Network architectures, Convolution, Hyperspectral imaging, Image classification, Neural networks, Data modeling, Image analysis, 3D modeling, Feature extraction, Remote sensing

Augmented reality-based vision-aid indoor navigation system in GPS denied environment

May 13, 2019

Srijith Rajeev, Qianwen Wan, Kenny Yau, Karen Panetta, Sos Agaian, Proc. SPIE 10993, Mobile Multimedia/Image Processing, Security, and Applications 2019, 109930P (13 May 2019)

3D modeling, Augmented reality, Autoregressive models, Cameras, Computing systems, Global Positioning System, Navigation systems, Vision-based navigation, Visualization

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Highway accident detection and classification from live traffic surveillance cameras: a comprehensive dataset and video action recognition benchmarking

Quaternion based neural network for hyperspectral image classification

Augmented reality-based vision-aid indoor navigation system in GPS denied environment

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