33 citations · 33 across the 4 of their papers we have counts for
6 papers
FloVMos: Optical Flow-based Medical Video Mosaicking
Jinyang Liu, Sandesh Ghimire, Chaman Singh +5
Biomedical imaging modalities often require a trade-off among resolution, field of view (FOV), and acquisition speed. Video mosaicking offers a strategy to overcome this limitation…
CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
Tooba Imtiaz, Milind Rajadhyaksha, Kivanc Kose +1
Reflectance confocal microscopy (RCM) provides noninvasive, cellular-resolution "optical biopsies" of human skin \emph{in vivo} by acquiring en-face images at successive depths, fo…
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
Max Torop, Aria Masoomi, Davin Hill +3
Several recent methods for interpretability model feature interactions by looking at the Hessian of a neural network. This poses a challenge for ReLU networks, which are piecewise-…
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context
Veronica Rotemberg, Nicholas Kurtansky, Brigid Betz-Stablein +21
Prior skin image datasets have not addressed patient-level information obtained from multiple skin lesions from the same patient. Though artificial intelligence classification algo…
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images
Mohammad Tofighi, Onur Yorulmaz, A. Enis Cetin
In this article, two closed and convex sets for blind deconvolution problem are proposed. Most blurring functions in microscopy are symmetric with respect to the origin. Therefore,…
Deconvolution Using Projections Onto The Epigraph Set of a Convex Cost Function
Mohammad Tofighi, Alican Bozkurt, A. Enis Cetin
A new deconvolution algorithm based on orthogonal projections onto the epigraph set of a convex cost function is presented. In this algorithm, the dimension of the minimization pro…