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OpenVV

baidut opened this issue · comments


title: OpenVehicleVision
date: 2016-8-30
categories: Projects

I've been working on Autonomous Driving vision algorithms for one year, and here's one demo of my project:

<iframe width="560" height="315" src="https://www.youtube.com/embed/VO6BWzZuBDY" frameborder="0" allowfullscreen></iframe>

Some related publications:

We won the 1st Prize, 1st Place at 4th Dean Fund Graduate Creative Innovation Contest. (presentation and news)

<iframe width="560" height="315" src="https://www.youtube.com/embed/XEctA4c25q0" frameborder="0" gesture="media" allowfullscreen></iframe>

Task

Road detection
road_detection

Problem

Although shadow on the road might provide information about object shape and location, it also
cause false alarms in Edge Detection, Texture Extraction and Color Segmentation.

Segmentation
segmentation

Technical Details

S' - Illumination Robust Feature

We proposed an illumination robust feature extractor in ISM 2017 paper. For road