Image cannot be displayed well unless you rename the image

Hello,

I try to upload a image to specific folder using IMCE, but when I uploaded, the image is broken in right corner preview area. However, when I rename this image and upload again, it shows well in preview area. It almost drives me crazy...
Hope anyone could help me out.
Thanks...