Morphological Texture Synthesis Algorithm Using Pixel and Patch Based Approach

G. Venkata Rami Reddy, Dr. V.VijayaKumar, Dr. M. Anji Reddy Abstract— The present paper involves a new method for synthesizing textures based on morphology. The present paper uses a combination of pixel and patch-based methods using morphological region f illing methods to synthesize textures. The present paper initially identif ies number of regions and selects the seed points in the regions using Hit-miss-transform (HMT). The present paper initially detects the regions based on morphological contour segmentation approach, which preserves the well connectivity between regions. To make these thin contours more visible morphological thickening is performed, w hich preserves the original shape. The target regions are f illed w ith patches from the source region possessing similar textures by using the seed point reference. Experimental results on various textures show that the present system can eff iciently handle different textures especially w ith large regions. To test the eff icacy of the proposed method PSNR values are calculated and compared with the existing methods. The experimental results clearly indicate the proposed method outperforms the existing method.