Avatar: Fire and Ash delivers striking visuals, big action set pieces and a stronger focus on Quaritch, but largely rehashes familiar ideas and struggles to meaningfully move the story forward.

Abstract: This work proposes a method for learning features from a batch of 2D sonar images to predict a multi-view point-cloud for achieving a dense 3D-reconstruction. In comparison to vision-based ...