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Arulkumar edited this page Nov 28, 2016 · 4 revisions

#Welcome to the personreid_normxcorr wiki!

Deep neural network model introducing new novel matching layer called 'Normalized correlation' layer. This repository contain information about the datasets used, implementation code. The paper titled "Deep Neural Networks with Inexact Matching for Person Re-Identification" is accepted in NIPS-2016. You can find the paper here

###Person Re-Identification

Person re-identification is the task of matching a person's image across multiple camera views. It poses many challenges such as illumination variation, pose/viewpoint change, partial occlusion, low image quality etc.,

Challenges in Person Re-Identification

In this work, we propose a novel matching using "Normalized correlation" and "Wider search space" in Deep learning framework. The proposed method is more robust to Illumination variation (with the help of Normalized correlation), pose/viewpoint variation (owing to wider search space carried out around the neighborhood of a pixel) and partial occlusion (with the combination of Normalized correlation and Wider search).

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