Publications by authors named "Brian Summa"

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Rapid and Precise Topological Comparison with Merge Tree Neural Networks.
Yu Qin, Brittany Terese Fasy, Carola Wenk, Brian Summa

IEEE Trans Vis Comput Graph· January 2025

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Whole slide image data utilization informed by digital diagnosis patterns.
Kimberly Ashman, Huimin Zhuge, Erin Shanley, Sharon Fox, Shams Halat, Brian Summa

J Pathol Inform· June 2022

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A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering.
Yu Qin, Brittany Terese Fasy, Carola Wenk, Brian Summa

IEEE Trans Vis Comput Graph· January 2022

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Deep learning 2D and 3D optical sectioning microscopy using cross-modality Pix2Pix cGAN image translation.
Huimin Zhuge, Brian Summa, Jihun Hamm, J Quincy Brown

Biomed Opt Express· December 2021

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Efficient and Flexible Hierarchical Data Layouts for a Unified Encoding of Scalar Field Precision and Resolution.
Duong Hoang, Brian Summa, Harsh Bhatia, Peter Lindstrom, Pavol Klacansky

IEEE Trans Vis Comput Graph· February 2021

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Persistence Atlas for Critical Point Variability in Ensembles.
Guillaume Favelier, Noura Faraj, Brian Summa, Julien Tierny

IEEE Trans Vis Comput Graph· September 2018

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Distributed Seams for Gigapixel Panoramas.
Sujin Philip, Brian Summa, Julien Tierny, Peer-Timo Bremer, Valerio Pascucci

IEEE Trans Vis Comput Graph· March 2015

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ManyVis: multiple applications in an integrated visualization environment.
Atul Rungta, Brian Summa, Dogan Demir, Peer-Timo Bremer, Valerio Pascucci

IEEE Trans Vis Comput Graph· December 2013

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Branching and circular features in high dimensional data.
Bei Wang, Brian Summa, Valerio Pascucci, Mikael Vejdemo-Johansson

IEEE Trans Vis Comput Graph· December 2011

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