2 papers
cs.CV2025
Single Tensor Cell Segmentation using Scalar Field Representations
Kevin I. Ruiz Vargas, Gabriel G. Galdino, Tsang Ing Ren +1
We investigate image segmentation of cells under the lens of scalar fields. Our goal is to learn a continuous scalar field on image domains such that its segmentation produces robu…
cs.CV2025
Perceptual Influence: Improving the Perceptual Loss Design for Low-Dose CT Enhancement
Gabriel A. Viana, Luis F. Alves Pereira, Tsang Ing Ren +2
Perceptual losses have emerged as powerful tools for training networks to enhance Low-Dose Computed Tomography (LDCT) images, offering an alternative to traditional pixel-wise loss…