Feature agnostic geometric alignment

Methods and apparatus for aligning objects are provided. A computing device can receive first and second object representations that are respectively associated with first and second surface representations. The computing device can apply an object transformation to the respective first and second object representations to modify geometric features of the respective first and second object representations based on one or more values of one or more characteristics of the respective first and second surface representation. The computing device can align the first object representation and the second object representation using an alignment of the transformed first object representation and the transformed second object representation. The computing device can provide an output based on the aligned first object representation and second object representation.

• Machine Perception