A deep neural approach towards staining and tinting of monochrome images
The paper presents a system that colourises monochrome images driven by deep-neural-networks without any additional supportive aid. Throughout the paper we explore feature engineering, transfer learning, colour spaces and colour channels and various architectural neural frameworks. Eventually, stained and tinted colorized image or image sequence(video) has been derived from monochrome images, that are more aesthetically pleasing, information rich and more vivid with higher trace ability. The experimental results, illustrating the viability of our methodology and divulging favourable route for future work.