Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval

The extensive video surveillance networks gather an enormous amount of data exponentially on a daily basis and its management is a challenging task, requiring efficient and effective techniques for searching, indexing, and retrieval. The employed mainstream techniques are focusing on general categor...

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Bibliographic Details
Main Authors: Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik, Victor Hugo C. De Albuquerque
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deep learning
feature selection
video retrieval
video analytics
hash codes
surveillance event analysis
Online Access:https://ieeexplore.ieee.org/document/9218944/

Internet

https://ieeexplore.ieee.org/document/9218944/

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