Conference Publication Details
Mandatory Fields
Javidnia, H,Bazrafkan, S,Corcoran, P,Mohanty, SP,Corcoran, P,Li, H,Sengupta, A,Lee, JH
The Application of Deep Learning on Depth from Multi-Array Camera
2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE)
2018
January
Published
1
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Optional Fields
Consumer-level multi-array cameras are a key enabling technology for next generation smartphones imaging systems. The present paper aims to analyze the accuracy of the depth estimation while using different camera combinations in a multi-array camera. This is done by providing a framework of deep neural networks to determine depth map from a sequence of images captured by a multi-array camera. Capturing depth information enables users to perform a range of post-capture edits such as refocusing, and creating a 3D model of any scene. Thus it is essential to calculate an accurate depth map while using the minimum computational resources.
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