Learning to Factorize and Relight a City

ECCV 2020

Perspective Imagery

We train our model on panoramic imagery. However using standard reprojection geometry, we can convert parts of our panoramas into more standard perspective imageries. This includes panoramic imagery that we have generated using our factorization model!

Here we show a selection of manipulations with a perspective reprojection. We show a real frame from the source timelapse stack and various reprojected-relit results for NYC and Paris.


New York City, USA


Paris, France


Additional Results

We present additional generated results. Despite training on scenes from New York City, we can relight scenes from entirely new cities and even continents. Other cities coming soon!