Qualitative Comparisons
We perform qualitative comparisons under different settings.
(a) MLP Deform Representation + Regularization;
(b) Sparse Node Deform Representation + Regularization;
(c) Hierarchical Sparse Node Deform Representation + Regularization;
(d) Color Deform + (c);
Quantitative Comparisons
Ablation Study
Here, we show an ablation on the decomposition of global and local deformation.
We also conclude that learning in a progressive manner improves the learning of global transformation as in accompanying figure.
We show the effect of sparse nodes to model local non-rigid deformation.
Here we, show the impact of blending in segmented global transformation
To compensate for the change in illumination, we also peform an ablation to model color deformation.
