Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras

Deep Learning-Based Target Tracking and Classification for Low Quality Videos Using Coded Aperture Cameras

Compressive sensing has seen many applications in recent years. One type of compressive sensing device is the Pixel-wise Code Exposure (PCE) camera, which has low power consumption and individual control of pixel exposure time. In order to use PCE cameras for practical applications, a time consuming...

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Bibliographic Details
Main Authors: Chiman Kwan, Bryan Chou, Jonathan Yang, Akshay Rangamani, Trac Tran, Jack Zhang, Ralph Etienne-Cummings
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Sensors
Subjects:
compressive sensing
pixel-wise code exposure camera
YOLO
ResNet
target tracking
target classification
optical
MWIR
Online Access:https://www.mdpi.com/1424-8220/19/17/3702

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