of six children. She was the daughter of local timber merchant and farmer John Southern and farmer Jane Elliott. From 1883 to 1887, Southern studied at the School of Design, National Gallery of Victoria under Oswald Rose Campbell and at the National Gallery of Victoria Art School under George Folingsby and Frederick McCubbin.

During