Skip to content

Single Image Water Hazard Detection using FCN with Reflection Attention Units

Notifications You must be signed in to change notification settings

Cow911/SingleImageWaterHazardDetectionWithRAU

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

41 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

SingleImageWaterHazardDetectionWithRAU

Single Image Water Hazard Detection using FCN with Reflection Attention Units
Xiaofeng Han 1, Chuong Nguyen 234, Shaodi You 23, Jianfeng Lu 1
1School of Computer Science and Engineering, Nanjing University of Science and Technology
2Australian National University
3CSIRO DATA61, Australia
4Australian Centre of Excellence for Robotic Vision
ECCV 2018

This is a work in progress and the final codes are coming soon.

Water Hazard Detection

The figure below shows one example of water hazard detection. In this figure, the red areas are the water areas. image

Network Architecture

The figure shows our network architecture. image The figure below shows our proposed Reflection Attention Units image

our paper


The paper can be downloaded here: Single Image Water Hazard Detection using FCN with Reflection Attention Units

demo videos

The demo videos can be downloaded here:
ECCV DEMO video
OFF ROAD
ON ROAD

"Puddle-1000" dataset

The dataset used in our paper can be downloaded here:
Puddle-1000

The codes are modified based on this project: https://github.com/shekkizh/FCN.tensorflow, and we'd like to thank the authors very much.

About

Single Image Water Hazard Detection using FCN with Reflection Attention Units

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages