Research highlights High resolution remote sensing imagery has the potential for yield estimation for specialty crops. Application of machine vision in agriculture is enhanced by the use of task-specific wavelengths in the visible and beyond the visible spectrum range, leading to more successfully accomplished tasks. There is a need for ...