Thanks to K.Tanaka for sharing this video clip
This video was captured by CCTV at a young man house. In fact he installed the camera because his stuff occasionally messed up the next day he woke up. To his horror, his house was haunted by a female ghost. In the video, you can see a ghost walking by the window. He was staying at 6th floor of an apartment.