In this work. we introduce a deep-structured conditional random field (DS-CRF) model for the purpose of state-based object silhouette tracking. The proposed DS-CRF model consists of a series of state layers. where each state layer spatially characterizes the object silhouette at a particular point in time. https://thebrickes.shop/product-category/tiles/