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T. Perciano · SciRah

Researcher profile · Semantic Scholar

T. Perciano

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T. Perciano — researcher profile on SciRah

h-index: 15
Works: 63
Citations: 822

Most-cited papers

SHARP: a distributed, GPU-based ptychographic solver
S. Marchesini, H. Krishnan, B. Daurer, D. Shapiro +3 more
2016126 citations Open access
Semantic Scholar
Xi-cam: a versatile interface for data visualization and analysis.
Ronald J. Pandolfi, Dan Allan, E. Arenholz, Luis Barroso-Luque +33 more
2018Journal of Synchrotron Radiation86 citations Open access
Semantic Scholar
Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?
C. Varadharajan, A. Appling, B. Arora, D. Christianson +12 more
2022Hydrological Processes74 citations Open access
Semantic Scholar
Quantum pixel representations and compression for N-dimensional images
Mercy G. Amankwah, Daan Camps, E. W. Bethel, R. Van Beeumen +1 more
2021Scientific Reports59 citations Open access
Semantic Scholar
Near-edge X-ray refraction fine structure microscopy
M. Farmand, R. Celestre, P. Denes, A. L. David Kilcoyne +13 more
201741 citations Open access
Semantic Scholar
Machine learning for micro-tomography
D. Parkinson, D. Pelt, T. Perciano, D. Ushizima +4 more
2017Optical Engineering + Applications32 citations
Semantic Scholar
Maximal clique enumeration with data-parallel primitives
Brenton Lessley, T. Perciano, Manish Mathai, H. Childs +1 more
2017IEEE Symposium on Large Data Analysis and Visualization30 citations Open access
Semantic Scholar
IDEAL: Images Across Domains, Experiments, Algorithms and Learning
D. Ushizima, H. Bale, E. W. Bethel, P. Ercius +10 more
2016JOM28 citations
Semantic Scholar
A two-level Markov random field for road network extraction and its application with optical, SAR, and multitemporal data
T. Perciano, F. Tupin, R. Hirata, R. Cesar
201625 citations Open access
Semantic Scholar
CAMERA: The Center for Advanced Mathematics for Energy Research Applications
J. Donatelli, M. Haranczyk, A. Hexemer, H. Krishnan +10 more
201524 citations
Semantic Scholar
Quantum-parallel vectorized data encodings and computations on trapped-ion and transmon QPUs
Jan Balewski, Mercy G. Amankwah, R. Van Beeumen, E. W. Bethel +2 more
2024Scientific Reports20 citations Open access
Semantic Scholar
Insight into 3D micro-CT data: exploring segmentation algorithms through performance metrics.
T. Perciano, D. Ushizima, H. Krishnan, D. Parkinson +5 more
2017Journal of Synchrotron Radiation19 citations
Semantic Scholar
Reduced-complexity image segmentation under parallel Markov Random Field formulation using graph partitioning
T. Perciano, D. Ushizima, E. W. Bethel, Y. D. Mizrahi +2 more
2016International Conference on Information Photonics17 citations
Semantic Scholar
Block Copolymer Packing Limits and Interfacial Reconfigurability in the Assembly of Periodic Mesoporous Organosilicas
Andrew W. Wills, D. Michalak, P. Ercius, E. Rosenberg +4 more
201517 citations
Semantic Scholar
Quantum Computing and Visualization: A Disruptive Technological Change Ahead
E. W. Bethel, Mercy G. Amankwah, Jan Balewski, R. Van Beeumen +4 more
2023IEEE Computer Graphics and Applications15 citations Open access
Semantic Scholar
Real-time data-intensive computing
D. Parkinson, K. Beattie, Xian Chen, Joaquin Correa +18 more
201614 citations Open access
Semantic Scholar
Rotational dynamics and transition mechanisms of surface-adsorbed proteins
Shuai Zhang, R. Sadre, B. Legg, Harley Pyles +5 more
2022Proceedings of the National Academy of Sciences of the United States of America12 citations Open access
Semantic Scholar
Towards fast and accurate predictions of radio frequency power deposition and current profile via data-driven modelling: applications to lower hybrid current drive
G. Wallace, Zhe Bai, R. Sadre, T. Perciano +4 more
2022Journal of Plasma Physics12 citations Open access
Semantic Scholar
A machine learning pipeline for membrane segmentation of cryo-electron tomograms
Li Zhou, Chao Yang, Wei-Guo Gao, T. Perciano +2 more
2022Journal of Computer Science11 citations Open access
Semantic Scholar
Structure recognition from high resolution images of ceramic composites
D. Ushizima, T. Perciano, H. Krishnan, B. Loring +3 more
20142014 IEEE International Conference on Big Data (Big Data)11 citations
Semantic Scholar
Image Data Formats and Color Representation
A. Frery, T. Perciano
201311 citations
Semantic Scholar
Introduction to Image Processing Using R
A. Frery, T. Perciano
2013SpringerBriefs in Computer Science11 citations
Semantic Scholar
A hierarchical Markov random field for road network extraction and its application with optical and SAR data
T. Perciano, F. Tupin, R. Hirata, R. Cesar
2011IEEE International Geoscience and Remote Sensing Symposium11 citations
Semantic Scholar
Nanosurveyor: a framework for real-time data processing
B. Daurer, H. Krishnan, T. Perciano, F. Maia +3 more
2016Advanced Structural and Chemical Imaging10 citations Open access
Semantic Scholar
HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization
Vincent Dumont, Casey Garner, Anuradha Trivedi, Chelsea Jones +5 more
2021Workshop on Machine Learning in High Performance Computing Environments9 citations Open access
Semantic Scholar
Making Advanced Scientific Algorithms and Big Scientific Data Management More Accessible
S. Venkatakrishnan, K. A. Mohan, K. Beattie, Joaquin Correa +14 more
2016Computational Imaging9 citations Open access
Semantic Scholar
Deconvolution of vibroacoustic images using a simulation model based on a three dimensional point spread function
T. Perciano, M. Urban, N. Mascarenhas, M. Fatemi +2 more
2012Ultrasonics8 citations Open access
Semantic Scholar
EHands: Quantum Protocol for Polynomial Computation on Real-Valued Encoded States
Jan Balewski, Christian M. Pestano, Mercy G. Amankwah, E. W. Bethel +2 more
20257 citations
Semantic Scholar
Quantum Computing for Biomedical Computational and Data Sciences: A Joint DOE-NIH Roundtable
Shannon K. McWeeney, T. Perciano, Ceren Susut, L. Chatterjee +3 more
20237 citations Open access
Semantic Scholar
How to combine TerraSAR-X and Cosmo-SkyMed high-resolution images for a better scene understanding?
H. Sportouche, F. Tupin, J. Nicolas, T. Perciano +1 more
2012IEEE International Geoscience and Remote Sensing Symposium7 citations Open access
Semantic Scholar
DPP-PMRF: Rethinking Optimization for a Probabilistic Graphical Model Using Data-Parallel Primitives
Brenton Lessley, T. Perciano, Colleen Heinemann, David Camp +2 more
2018IEEE Symposium on Large Data Analysis and Visualization6 citations Open access
Semantic Scholar
Sparse Matrix-Based HPC Tomography
S. Marchesini, Anuradha Trivedi, P. Enfedaque, T. Perciano +1 more
2020International Conference on Conceptual Structures5 citations Open access
Semantic Scholar
Subcellular structure segmentation from cryo-electron tomograms via machine learning
Li Zhou, Chao Yang, Wei-Guo Gao, T. Perciano +2 more
2020bioRxiv5 citations Open access
Semantic Scholar
Introduction to Image Processing Using R: Learning by Examples
A. Frery, T. Perciano
20135 citations
Semantic Scholar
Adaptable Deep Learning and Probabilistic Graphical Model System for Semantic Segmentation
Matthew Avaylon, R. Sadre, Zhe Bai, T. Perciano
2022Advances in Artificial Intelligence and Machine Learning4 citations Open access
Semantic Scholar
A Self-Supervised Approach to Reconstruction in Sparse X-Ray Computed Tomography
Rey Mendoza, Minh Hoai Nguyen, Judith Weng Zhu, Vincent Dumont +3 more
2022arXiv.org4 citations Open access
Semantic Scholar
Shared-Memory Parallel Probabilistic Graphical Modeling Optimization: Comparison of Threads, OpenMP, and Data-Parallel Primitives
T. Perciano, Colleen Heinemann, David Camp, Brenton Lessley +1 more
2020ISC High Performance4 citations Open access
Semantic Scholar
Distributed memory parallel Markov random fields using graph partitioning
Colleen Heinemann, T. Perciano, D. Ushizima, E. W. Bethel
20172017 IEEE International Conference on Big Data (Big Data)4 citations Open access
Semantic Scholar
Quantum-parallel vectorized data encodings and computations on trapped-ions and transmons QPUs
J. Balewski, Mercy G. Amankwah, R. Van Beeumen, E. W. Bethel +2 more
20233 citations
Semantic Scholar
AutoCT: Automated CT registration, segmentation, and quantification
Zhe Bai, Abdelilah Essiari, T. Perciano, Kristofer E. Bouchard
2023SoftwareX3 citations
Semantic Scholar
Using Machine Learning to Develop a Predictive Understanding of the Impacts of Extreme Water Cycle Perturbations on River Water Quality
C. Varadharajan, Vipin Kumar, J. Willard, Jacob Aaron Zwart +6 more
20213 citations Open access
Semantic Scholar
Quantum Computing and Visualization Research Challenges and Opportunities
E. Bethel, R. Van Beeumen, T. Perciano, T. Rhyne
2026IEEE Computer Graphics and Applications2 citations Open access
Semantic Scholar
Building Mathematics, Algorithms, and Software for Experimental Facilities
Hui-Bin Chang, J. Donatelli, P. Enfedaque, Guillaume Freychet +22 more
20202 citations
Semantic Scholar
FibriPy: a software environment for fiber analysis from 3D micro-computed tomography data
T. Perciano, D. Ushizima, H. Krishnan, D. Parkinson +1 more
20172 citations
Semantic Scholar
Fast detection of material deformation through structural dissimilarity
D. Ushizima, T. Perciano, D. Parkinson
20152015 IEEE International Conference on Big Data (Big Data)2 citations
Semantic Scholar
Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures
T. Perciano, R. Hirata, L. Jorge
2010Iberoamerican Congress on Pattern Recognition2 citations Open access
Semantic Scholar
Author Correction: Quantum pixel representations and compression for N-dimensional images
Mercy G. Amankwah, Daan Camps, E. Bethel, R. Van Beeumen +1 more
2022Scientific Reports1 citations Open access
Semantic Scholar
SAIDE: Scaling Analytics for Image-based Data from Experiments
D. Ushizima, H. Bale, W. Bethel, P. Ercius +10 more
20161 citations
Semantic Scholar
Filters in the Image Domain
A. Frery, T. Perciano
20131 citations
Semantic Scholar
Parameter Estimation for Ridge Detection in Images with Thin Structures
T. Perciano, R. Hirata, L. Jorge
2010Iberoamerican Congress on Pattern Recognition1 citations Open access
Semantic Scholar

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