Search Results for author: Trisha Lian

Found 4 papers, 2 papers with code

Neural Network Generalization: The impact of camera parameters

no code implementations8 Dec 2019 Zhenyi Liu, Trisha Lian, Joyce Farrell, Brian Wandell

We quantify the generalization of a convolutional neural network (CNN) trained to identify cars.

Demosaicking

Soft Prototyping Camera Designs for Car Detection Based on a Convolutional Neural Network

1 code implementation24 Oct 2019 Zhenyi Liu, Trisha Lian, Joyce Farrell, Brian Wandell

It is better to evaluate camera designs for CNN applications using soft prototyping with task-specific metrics rather than consumer photography metrics.

Demosaicking object-detection +1

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