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https://github.com/rdeits/edgecameras.jl

Julia implementation of Bouman et al.'s edge camera algorithm
https://github.com/rdeits/edgecameras.jl

computational-photography edge-cameras image-processing julia

Last synced: about 1 month ago
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Julia implementation of Bouman et al.'s edge camera algorithm

Host: GitHub
URL: https://github.com/rdeits/edgecameras.jl
Owner: rdeits
Created: 2017-12-10T03:19:54.000Z (almost 7 years ago)
Default Branch: master
Last Pushed: 2020-06-05T21:56:17.000Z (over 4 years ago)
Last Synced: 2024-09-12T08:12:33.277Z (2 months ago)
Topics: computational-photography, edge-cameras, image-processing, julia
Language: Jupyter Notebook
Homepage:
Size: 16.7 MB
Stars: 5
Watchers: 3
Forks: 2
Open Issues: 0
Metadata Files:
- Readme: Readme.md

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README

        # EdgeCameras.jl: Edge Cameras in Julia

[![Build Status](https://travis-ci.com/rdeits/EdgeCameras.jl.svg?branch=master)](https://travis-ci.com/rdeits/EdgeCameras.jl)

[![codecov.io](https://codecov.io/github/rdeits/EdgeCameras.jl/coverage.svg?branch=master)](https://codecov.io/github/rdeits/EdgeCameras.jl?branch=master)

This project consists of an implementation of *edge cameras* based on the work of Bouman et al. [1]. An edge camera is formed when a sharp edge (such as the corner of a wall) creates a natural one-dimensonal pinhole camera, revealing the motions of objects which are completely obscured by the corner. More information from the original authors can be found at [people.csail.mit.edu](https://people.csail.mit.edu/klbouman/cornercameras.html).

This package consists of an entirely new implementation of the edge camera algorithm, based on the work presented in the paper, and done entirely in [Julia](https://julialang.org/) (except for the raw video I/O, which is ultimately handled by `ffmpeg`).

[1] Katherine L. Bouman, Vickie Ye, Gregory W. Wornell, Adam B. Yedidia, Antonio Torralba, William T. Freeman, and Frédo Durand. "Turning Corners into Cameras: Principles and Methods". ICCV 2017.

# Installation

You'll need to install Julia 1.0 or newer from 

To install this package in Julia, you can do the following:

```julia

julia> using Pkg

julia> Pkg.add("EdgeCameras")

```

# Usage

* [Basic demo](notebooks/demo.ipynb)

* [Stereo reconstruction](notebooks/red_stereo.ipynb)