Console
ffmpeg -i video.mp4 -i background.jpg -filter_complex '[1:v][0:v]overlay=x=(W-w)/2:y=(H-h)/2[v]' -map '[v]' out.mkv

Error
Error while opening encoder for output stream #0:0 - maybe incorrect parameters such as bit_rate, rate, width or height