Git Product home page Git Product logo

hash-based-gaussian-mixture-model-for-roadside-lidar-smart-mobility-application's Introduction

Hash-based Gaussian-Mixture-Model-for-Roadside-LiDAR-Smart-Infrastructure-Applicataion

Hash-based Gaussian Mixture Model for Realtime Roadside LiDAR Smart Infrastructure Applicataion -- Under Review

Fig.1 LiDAR Detected Trajectory

LiDAR Detected Trajectory vs Video Detected Trajectory

Fig.2 Pre-Trained Bakcgrounds are overlayed with moving foreground points. In this figure, only the foreground objects are updated. The background infrastructure points are considered as stationary components.

Fig.3 Snowy Weather. The snowfalls cause phatom reflections with irregular and random points as displayed in the figure.

Fig.4 Signalized Intersection. Redlight phases usually have more severe occulusions than greenlight phases.

Fig.5 Highway Segment. High Volume Traffic at Afternoon Peak Hour.

Fig.6 Adaptive GMM Model Running in RealTime. The bakcground points are getting fewer and fewer when the GMM fully captured the background modes.

hash-based-gaussian-mixture-model-for-roadside-lidar-smart-mobility-application's People

Contributors

teryzh avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.