Effect of number of views

In this example we show the novel view generation using different number of input images. In this experiment we consider image sequence of 61 images and generate the novel view using 10, 20, 30, 40 and 50 images by sampling images at intervals. The corresponding rms errors between ground truth and the novel views are 20.2027, 17.7744, 16.8216, 16.3895 and 16.3895 respectively.

Generated novel view using 10 images and difference with the ground truth

Generated novel view using 20 images and difference with the ground truth

Generated novel view using 30 images and difference with the ground truth

Generated novel view using 40 images and difference with the ground truth

Graph of rms error v/s number of images used for novel view generation