Finally I tried this link and it is working .
this maybe the problem with doxygen, I guess to detect markdown images.
so I tried this latex commands
@image latex home/picture.png
and besides this we can pass any latex (latex image commands also ) command to doxygen by using like this in text file
\latexonly
latex command here
\endlatexonly