Fusion Strategy
We combine both these architectures with a fusion strategy as proposed by Federico et al. [1]. In this strategy, we fuse the features extracted from a pre-trained network (Inception V2) with the existing architecture at the bottleneck layer.
We perform this fusion with Resnet as well as Unet architecture.
Fusion architecture as described by Federico et al. [1]