SIGMA-Vision will develop the next generation algorithms and methodologies for image process- ing. These algorithms will rely on several mathematical breakthroughs in image modeling: structured sparsity, geometric representations and adaptivity. They will be implemented using fast optimization codes that can handle massive datasets with gigapixels images and videos. These algorithms will have far reaching applications in computer vision, graphics and neu- roscience. These cutting edge mathematical approaches will go beyond traditional image processing scenarios and impact significantly object recognition, dynamical special effects and exploration of the visual cortex.
Fields of science
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