Key points
Experiments confirmed that using only shape features does not produce good results when classifying similar shaped leaves. Classification accuracy can be improved by using shape and color features together.
However, seasonal changes of leaf color may reduce classification accuracy. Therefore, textural features may also be studied to classify plants as a future work. Data sets that provide leaf image samples from various seasons are needed to verify that textural features are helpful to recognise leaves