Overview of object detection in low light using deep learning and polarimetric three-dimensional integral imaging

Kashif Usmani; Timothy O’Connor; Gokul Krishnan; Bahram Javidi

doi:10.1364/3D.2022.3W4A.3

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)
Technical Digest Series (Optica Publishing Group, 2022),
paper 3W4A.3
•https://doi.org/10.1364/3D.2022.3W4A.3

Overview of object detection in low light using deep learning and polarimetric three-dimensional integral imaging

Kashif Usmani, Timothy O’Connor, Gokul Krishnan, and Bahram Javidi

3D Image Acquisition and Display: Technology, Perception and Applications 2022

Vancouver, British Columbia Canada
11–15 July 2022
ISBN: 978-1-957171-09-8

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K. Usmani, T. O’Connor, G. Krishnan, and B. Javidi, "Overview of object detection in low light using deep learning and polarimetric three-dimensional integral imaging," in Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP), Technical Digest Series (Optica Publishing Group, 2022), paper 3W4A.3.

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Abstract

We overview the previously published work for object detection in low light and occlusion using deep learning and polarimetric 3D integral imaging. 3D polarimetric integral imaging outperformed in object detection and classification in degraded environments.

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