2 citations · 2 across the 17 of their papers we have counts for
4 papers · 1 filter
INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields
Bonian Han, Cong Qi, Przemyslaw Musialski +1
Spatial transcriptomics (ST) measures mRNA expression while preserving spatial organization, but multi-slice analysis faces two coupled difficulties: large non-rigid deformations a…
Beyond Segmentation: Structurally Informed Facade Parsing from Imperfect Images
Maciej Janicki, Aleksander Plocharski, Przemyslaw Musialski
Standard object detectors typically treat architectural elements independently, often resulting in facade parsings that lack the structural coherence required for downstream proced…
Neural Surface Priors for Editable Gaussian Splatting
Jakub Szymkowiak, Weronika Jakubowska, Dawid Malarz +5
In computer graphics and vision, recovering easily modifiable scene appearance from image data is crucial for applications such as content creation. We introduce a novel method tha…
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations
Shen Fan, Przemyslaw Musialski
Implicit neural representations have emerged as a powerful tool in learning 3D geometry, offering unparalleled advantages over conventional representations like mesh-based methods.…