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Constrained Convolutional Sparse Coding for Parametric Based Reconstruction of Line Drawings

Convolutional sparse coding (CSC) plays an essential role in many computer vision applications ranging from image compression to deep learning. In this work, we spot the light on a new application where CSC can effectively serve, namely line drawing analysis. The process of drawing a line drawing ca…