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Michael Pekala

VESICLE: Volumetric Evaluation of Synaptic Interfaces using Computer vision at Large Scale

Sep 07, 2015
William Gray Roncal, Michael Pekala, Verena Kaynig-Fittkau, Dean M. Kleissas, Joshua T. Vogelstein, Hanspeter Pfister, Randal Burns, R. Jacob Vogelstein, Mark A. Chevillet, Gregory D. Hager

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* Proceedings of the British Machine Vision Conference (BMVC), pages 81.1-81.13. BMVA Press, September 2015
* v4: added clarifying figures and updates for readability. v3: fixed metadata. 11 pp v2: Added CNN classifier, significant changes to improve performance and generalization

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An Automated Images-to-Graphs Framework for High Resolution Connectomics

Apr 30, 2015
William Gray Roncal, Dean M. Kleissas, Joshua T. Vogelstein, Priya Manavalan, Kunal Lillaney, Michael Pekala, Randal Burns, R. Jacob Vogelstein, Carey E. Priebe, Mark A. Chevillet, Gregory D. Hager

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* 13 pages, first two authors contributed equally V2: Added additional experiments and clarifications; added information on infrastructure and pipeline environment

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