335 citations · 364 across the 21 of their papers we have counts for
21 papers
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
Hui Lin, Florian Schiffers, Santiago López-Tapia +3
Unsupervised domain adaptation (UDA) is essential for medical image segmentation, especially in cross-modality data scenarios. UDA aims to transfer knowledge from a labeled source…
Characterization of Crystal Properties and Defects in CdZnTe Radiation Detectors
Manuel Ballester, Jaromir Kaspar, Francesc Massanes +3
CdZnTe-based detectors are highly valued because of their high spectral resolution, which is an essential feature for nuclear medical imaging. However, this resolution is compromis…
Review and Novel Formulae for Transmittance and Reflectance of Wedged Thin Films on absorbing Substrates
Manuel Ballester, Emilio Marquez, John Bass +3
Historically, spectroscopic techniques have been essential for studying the optical properties of thin solid films. However, existing formulae for both normal transmission and refl…
VDPI: Video Deblurring with Pseudo-inverse Modeling
Zhihao Huang, Santiago Lopez-Tapia, Aggelos K. Katsaggelos
Video deblurring is a challenging task that aims to recover sharp sequences from blur and noisy observations. The image-formation model plays a crucial role in traditional model-ba…
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches
Yi Li, Yunan Wu, Aggelos K. Katsaggelos
The advancement of The Laser Interferometer Gravitational-Wave Observatory (LIGO) has significantly enhanced the feasibility and reliability of gravitational wave detection. Howeve…
Focused Active Learning for Histopathological Image Classification
Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper +4
Active Learning (AL) has the potential to solve a major problem of digital pathology: the efficient acquisition of labeled data for machine learning algorithms. However, existing A…