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3 papers · 1 filter
cs.CV2021★ 1 cited
A computationally efficient framework for vector representation of persistence diagrams
Kit C. Chan, Umar Islambekov, Alexey Luchinsky +1
In Topological Data Analysis, a common way of quantifying the shape of data is to use a persistence diagram (PD). PDs are multisets of points in computed using tools…
cs.CV2020★ 1 cited
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing
Philipe A. Dias, Henry Medeiros
Semantic segmentation with fine-grained pixel-level accuracy is a fundamental component of a variety of computer vision applications. However, despite the large improvements provid…
cs.CV2019★ 11 cited
FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces
Philipe A. Dias, Zhou Shen, Amy Tabb +1
Large-scale annotation of image segmentation datasets is often prohibitively expensive, as it usually requires a huge number of worker hours to obtain high-quality results. Abundan…