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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

* 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

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

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Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes


Apr 16, 2014
Ayushi Sinha, William Gray Roncal, Narayanan Kasthuri, Ming Chuang, Priya Manavalan, Dean M. Kleissas, Joshua T. Vogelstein, R. Jacob Vogelstein, Randal Burns, Jeff W. Lichtman, Michael Kazhdan

* 2 pages, 1 figure 

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