Feature extraction in histology is the process of identifying and quantifying specific characteristics from histological images. These features can include cell shape, size, texture, and spatial arrangement. The goal is to transform intricate visual data into a set of measurable descriptors that can aid in diagnosis, research, and treatment planning.