main webpage W Topic Public Image Ltd Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy 2024 We propose an unfolded accelerated projected-gradient descent procedure to estimate model and algorithmic parameters for image super-resolution and molecule localization problems in image microscopy. The variational lower-level constraint enforces sparsity of… Article Open Public Image Ltd Open Article Page

Public Image Ltd

English rock band Public Image Ltd (abbreviated and stylized as PiL ) are an English post-punk band formed by lead vocalist John Lydon (previously known as the lead vocalist of Sex Pistols), guitarist Keith Levene (one of the original members of The Clash), bassist Jah Wobble, and drummer Jim Walker in May 1978. The group's line-up has changed frequently over the years; Lydon has been the sole constant member. Following Lydon's departure from the Sex Pistols in January 1978, he sought a more experimental "anti-rock" project and formed PiL. That year PiL released their debut studio album First Issue (1978), creating an abrasive, bass- heavy sound that drew on dub, noise, progressive rock and disco. Critical Symbolic Virtual Narrative Open Public Image Ltd Open Article Page

Exploring foci of: Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy 2024 We propose an unfolded accelerated projected-gradient descent procedure to estimate model and algorithmic parameters for image super-resolution and molecule localization problems in image microscopy. The variational lower-level constraint enforces sparsity of the solution and encodes different noise statistics (Gaussian, Poisson), while the upper-level cost assesses optimality w.r.t.~the task considered. In more detail, a standard $\ell_2$ cost is considered for image reconstruction (e.g., deconvolution/super-reso… Open Article Page

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Explore Public Image Ltd W Topic Public Image Ltd Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy 2024 We propose an unfolded accelerated projected-gradient descent procedure to estimate model and algorithmic parameters for image super-resolution and molecule localization problems in image microscopy. The variational lower-level constraint enforces sparsity of… Article Critical Symbolic Virtual Narrative Open Public Image Ltd Open Article Page