Parallelization and heterogeneous computing: from pure CPU to GPU-accelerated image processing
A lecture about challenges and solutions for GPU-accelerating bio-image analysis workflows and running them in the cloud.
Image processing
Synonyms
Image pre-processing
Image filtering
Image preprocessing
Image postprocessing
Image post-processing
Image manipulation
GPU-Accelerating ImageJ Macro Image Processing Workflows Using CLIJ
This chapter is part of this book. The chapter introduces GPU-accelerated image processing in ImageJ/Fiji. The reader is expected to have some pre-existing knowledge of ImageJ Macro programming. Core concepts such as variables, for-loops, and functions are essential. The chapter provides basic guidelines for improved performance in typical image processing workflows.
Image processing with Python
This lesson shows how to use Python and skimage to do basic image processing.
Image Analysis Training Resources
This is a resource for image analysis training material, with a focus on research in the life sciences.
Currently, this resource is mainly meant to serve image analysis trainers, helping them to design courses. However, we might add more text (or videos) to the material such that it could also be used by students for self-directed study.