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[Final Year Project] Android app for Flash and No-Flash Saliency Detection with Motion Compensation

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jasonycw/SaliencyCamera

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SaliencyCamera

This is an Android application for implementing the flash no-flash image saliency detection algorithm posted by Shengfeng He.

Background

The original project page can be found here http://www.shengfenghe.com/saliency-detection-with-flash-and-no-flash-image-pairs.html

To improve the saliency detection for day-to-day useage, motion detection is required for improving the accuracy for saliency detection algorithm. So, Locality Sensitive Histograms is used to for removing the illumination factor to help motion compensation.

Detail for Locality Sensitive Histograms can be found here http://www.shengfenghe.com/visual-tracking-via-locality-sensitive-histograms.html

This application also utilizes the OpenCV library for Android to do the image calculation and Optical Flow detection

Testing result

http://jasonycw.github.io/SaliencyCamera/results.html

Video Demo

Youtube Video

Visualization of the codebase

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[Final Year Project] Android app for Flash and No-Flash Saliency Detection with Motion Compensation

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