Novel view generation (example 1)

In this example we select 11 frames from the image sequence and use 10 of them as reference images to generate the missing 11th image, so that the reconstructed image can be compared with the ground truth. Below we show the reference images, followed by the the generated novel view and compare it with the ground truth. Finally we show the super resolved output corresponding to the novel  view. The difference image clearly shows the missing high frequency components in the interpolated image.

Input images 1 - 10

   

   

   

      

  

Original missing view and generated Novel view

 

Difference between original and generated novel view

Super resolved view corresponding to the novel view shown above

Interpolated image

Difference between interpolated and super resolve view

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