R/Bioconductor package that provides general purpose functionality for the reading, writing, processing and analysis of images. In the context of high-throughput microscopy based cellular assays, EBImage offers tools to transform the images, segment cells and extract quantitative cellular descriptors.
Homepage
http://bioconductor.org/packages/release/bioc/html/EBImage.html