Two-dimensional to three-dimensional communication

A system comprising:

• a processor;
• a computer readable medium storing instructions that when executed by the processor cause the processor to perform operations comprising:
• obtaining sensor data depicting two-dimensional (2D) representations of an upper body of a user at multiple points in time, the upper body including at least a head of the user;
• obtaining three-dimensional (3D) information corresponding to portions of the 2D representations;
• predicting disparities in 3D views of the upper body of the user produced using the 2D representations and the 3D information, the disparities predicted to occur between sets of pixels of the 2D representations;
• and
• generating changes to reduce the disparities, wherein the 3D views of the upper body of the user with the changes reducing the disparities are presented during a communication session by a receiving device.

A non-transitory computer-readable medium comprising instructions that when executed by a processor cause the processor to perform operations comprising:

• obtaining sensor data depicting two-dimensional (2D) representations of an upper body of a user at multiple points in time, the upper body including at least a head of the user;
• obtaining three-dimensional (3D) information corresponding to portions of the 2D representations;
• predicting disparities in 3D views of the upper body of the user produced using the 2D representations and the 3D information, the disparities predicted to occur between sets of pixels of the 2D representations;
• and
• generating changes to reduce the disparities, wherein the 3D views of the upper body of the user with the changes reducing the disparities are presented during a communication session by a receiving device.