In this work, reconstruction of elongated structures from a finite number of projections using ridge functions within the framework of parallel beam geometry is considered. Discretized versions of ridge functions, or natural pixels are used to obtain reconstruction from sampled data. Inversion formulae for both ray-and strip-based projection data are derived. Possibilities of detecting the direction of elongated structures from few projections and detecting the defects in regular textures are discussed.