This an implementation of Undercomplete Autoencoder which is used for converting an RGB image to an GRAY scale image. The autoencoder is implemented using the TensorFlow framework in Python. Packages ...

There is a simple logic behind this using color theory. A grayscale image is an average of the RGB color of a pixel. for e.g. Grayscale of green i.e. (0,255,0) is (0+255+0)/3=85 set all pixel to this ...

In this paper, we propose grayscale-assisted RGB image restoration from NIR images to recover luminance and chrominance information in two stages. We address the complex NIR-to-RGB conversion ...

Researchers from Beijing Institute of Technology introduce a novel two-stage method for converting monochromatic near-infrared (NIR) images into high-quality RGB images. In the first stage ...