Learning Local Descriptor for Comparing Renders with Real Images

Learning Local Descriptor for Comparing Renders with Real Images

We present a method to train a deep-network-based feature descriptor to calculate discriminative local descriptions from renders and corresponding real images with similar geometry. We are interested in using such descriptors for automatic industrial visual inspection whereby the inspection camera h...

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Bibliographic Details
Main Authors: Pamir Ghimire, Igor Jovančević, Jean-José Orteu
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
deep convolutinal neural networks
learned feature descriptor
3D CAD
nonphotorealistic rendering
Online Access:https://www.mdpi.com/2076-3417/11/8/3301

Internet

https://www.mdpi.com/2076-3417/11/8/3301

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