Title :
A novel frequency domain approach to automated pseudo-colouring of images
Author :
Navas, K.A. ; Naveen, P.R. ; Thottan, G. ; Jayadevan, R. ; Assim, S.
Author_Institution :
Gov. Eng. Coll., Thrissur, India
Abstract :
Pseudo colouring is widely used to colour monochrome images or to artificially colour an existing colour image to highlight specific features in that image or to enhance visual quality. A novel automated pseudo-colouring technique is proposed in this paper. The proposed method comprises of two steps; reference image selection from the database and colour transfer using histogram interpolation. The first step relies on Content Based Image Retrieval (CBIR) using wavelet transform. The performance of our method is compared with other automated pseudo-colouring approaches through visual inspection based on MOS (Mean Opinion Score). The simulation results prove that the proposed method has many merits compared to existing techniques.
Keywords :
content-based retrieval; feature extraction; frequency-domain analysis; image colour analysis; image enhancement; image retrieval; wavelet transforms; MOS; artificial colouring; automated image pseudocolouring; colour monochrome images; colour transfer; content based image retrieval; histogram interpolation; image visual quality enhancement; mean opinion score; novel frequency domain approach; reference image selection; visual inspection; wavelet transform; Databases; Histograms; Image color analysis; Interpolation; Mood; Wavelet transforms;
Conference_Titel :
Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4244-9478-1
DOI :
10.1109/RAICS.2011.6069369