All Episodes - Computational Challenges in Image Processing

BackgroundImage processing is a dynamic and fast moving field of research. Recent advances in the area have led to an explosion in the use of images in a variety of scientific and engineering applications. New approaches are constantly being developed by mathematicians, engineers and computer scientists to be applied to image processing problems. Image processing, along with mathematical imaging and computer vision have become fundamental for gaining information on various aspects in medicine, the sciences, and technology, in the public and private sector equally. The rapid development of new imaging hardware, the advance in medical imaging, the advent of multi-sensor data fusion and multimodal imaging, as well as the advances in computer vision have sparked numerous research endeavours leading to highly sophisticated and rigorous mathematical models and theories.There are many computational challenges in image processing. These include issues such as the handling of image uncertai

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