Person
Pamuditha Udaranga Wickramasinghe
This person is no longer with EPFL
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Related publications (7)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
A method and system for enforcing smoothness constraints on surface meshes from a graph convolutional neural network
Pascal Fua, Pamuditha Udaranga Wickramasinghe
A method for enforcing smoothness constraints on surface meshes produced by a Graph Convolutional Neural Network (GCNN) including the steps of reading image data from a memory, the image data including two-dimensional image data representing a three-dimens ...
2023Object Priors for Volumetric Image Segmentation
Pamuditha Udaranga Wickramasinghe
Large training datasets have played a vital role in the success of modern deep learning methods in computer vision. But, obtaining sufficient amount of training data is challenging, specially when annotating volumetric images. This is because fully annotat ...
EPFL2022Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
Pascal Fua, Jiancheng Yang, Pamuditha Udaranga Wickramasinghe, Rui Shi
The human annotations are imperfect, especially when produced by junior practitioners. Multi-expert consensus is usually regarded as golden standard, while this annotation protocol is too expensive to implement in many real-world projects. In this study, w ...
SPRINGER INTERNATIONAL PUBLISHING AG2022