System and method of converting diffraction pattern image for interconverting synthetic tem sadp image and real tem sadp image using deep learning

A system for converting a diffraction pattern image comprising:

• a real diffraction pattern image refining unit configured to remove unnecessary information from a real diffraction pattern image;
• a synthetic diffraction pattern generating unit configured to obtain a synthetic diffraction pattern image corresponding to the real diffraction pattern image in which the unnecessary information is removed;
• and
• an algorithm learning unit configured to generate a diffraction pattern image belonging to a real diffraction pattern domain from a diffraction pattern image belonging to a synthetic diffraction pattern domain by using a deep learning algorithm learned with at least one of the real diffraction pattern image and the synthetic diffraction pattern image.

A system for converting a diffraction pattern image comprising:

• a real diffraction pattern image refining unit configured to remove unnecessary information from a real diffraction pattern image;
• a synthetic diffraction pattern generating unit configured to obtain a synthetic diffraction pattern image corresponding to the real diffraction pattern image in which the unnecessary information is removed;
• and
• an algorithm learning unit configured to generate a diffraction pattern image belonging to a synthetic diffraction pattern domain from a diffraction pattern image belonging to a real diffraction pattern domain by using a deep learning algorithm learned with at least one of the real diffraction pattern image and the synthetic diffraction pattern image.

A non-transitory computer readable medium storing a program code, wherein the program code, when executed by a processor, is used for performing a method comprising:

• removing unnecessary information from a real diffraction pattern image;
• generating a synthetic diffraction pattern image corresponding to the real diffraction pattern image in which the unnecessary information is removed;
• and
• generating an image belonging to a real diffraction pattern domain from an image belonging to a synthetic diffraction pattern domain or generating the image belonging to the synthetic diffraction pattern domain from the image belonging to the real diffraction pattern domain by using at least one of the real diffraction pattern image in which the unnecessary image is removed and the synthetic diffraction pattern image.