A simple way to convert images in Linux is by using the command line:
convert image.jpg newImage.gif
will convert the JPG file to a GIF file.
convert -quality 78% file.jpg
will set the quality of the JPEG file to 78%
convert -resize 800×600 file.jpg
will resize the image.
Alternatively, if you wish to use a GUI tool, try Phatch.