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Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI
April 9, 2024, 4:43 a.m. | Hugo Caselles-Dupr\'e, Charles Mellerio, Paul H\'erent, Aliz\'ee Lopez-Persem, Benoit B\'eranger, Mathieu Soularue, Pierre Fautrel, Gauthier Vernier,
cs.LG updates on arXiv.org arxiv.org
Abstract: The reconstruction of images observed by subjects from fMRI data collected during visual stimuli has made significant strides in the past decade, thanks to the availability of extensive fMRI datasets and advancements in generative models for image generation. However, the application of visual reconstruction has remained limited. Reconstructing visual imagination presents a greater challenge, with potentially revolutionary applications ranging from aiding individuals with disabilities to verifying witness accounts in court. The primary hurdles in this …
abstract application arxiv availability brain cs.cv cs.lg data datasets fmri generative generative models however image image generation images imagination mind q-bio.nc type visual
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