Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems

Adhiraj Ghosh, Kuruparan Shanmugalingam, Wen-Yan Lin

Object appearances change dramatically with pose variations. This creates a challenge for embedding schemes that seek to map instances with the same object ID to locations that are…