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ORCIDPeter Bajcsy
Person information
- affiliation: NIST, Gaithersburg, MD, USA
- affiliation (former): University of Illinois at Urbana-Champaign, Urbana, IL, USA
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Books and Theses
- 1997
[b1]Peter Bajcsy:
Hierarchical Segmentation and Clustering Using Similarity Analysis. University of Illinois Urbana-Champaign, USA, 1997
Journal Articles
- 2023
- [j16]M. Cyrus Daugherty, Victoria H. DiStefano, Jacob M. LaManna, David L. Jacobson, Paul A. Kienzle, Youngju Kim, Daniel S. Hussey, Peter Bajcsy
:
Assessment of Dose-Reduction Strategies in Wavelength-Selective Neutron Tomography. SN Comput. Sci. 4(5): 586 (2023) - 2017
- [j15]Peter Bajcsy, Soweon Yoon, Stephen J. Florczyk, Nathan Hotaling, Mylene Simon, Piotr M. Szczypinski, Nicholas Schaub, Carl G. Simon, Mary Brady, Ram D. Sriram:
Modeling, validation and verification of three-dimensional cell-scaffold contacts from terabyte-sized images. BMC Bioinform. 18(1): 526:1-526:23 (2017) - [j14]Petru Manescu, Young Jong Lee, Charles Camp, Marcus Cicerone, Mary Brady, Peter Bajcsy:
Accurate and interpretable classification of microspectroscopy pixels using artificial neural networks. Medical Image Anal. 37: 37-45 (2017) - 2016
- [j13]Peter Bajcsy, Antoine Vandecreme, Julien Amelot, Joe Chalfoun, Michael Majurski, Mary Brady:
Enabling Stem Cell Characterization from Large Microscopy Images. Computer 49(7): 70-79 (2016) - 2015
- [j12]Peter Bajcsy, Antonio Cardone, Joe Chalfoun, Michael Halter, Derek Juba, Marcin Kociolek, Michael Majurski, Adele P. Peskin, Carl G. Simon, Mylene Simon, Antoine Vandecreme, Mary Brady:
Survey statistics of automated segmentations applied to optical imaging of mammalian cells. BMC Bioinform. 16: 330:1-330:28 (2015) - 2013
- [j11]Kenton McHenry, Peter Bajcsy, Mike Frogley, Rob Kooper:
Tele-immersive environments for rehabilitation activities: an empirical study on proprioception. Multidimens. Syst. Signal Process. 24(2): 317-330 (2013) - 2011
- [j10]Joe Futrelle, Jeff Gaynor, Joel Plutchak, James D. Myers, Robert E. McGrath, Peter Bajcsy, Jason Kastner, Kailash Kotwani, Jong Sung Lee, Luigi Marini, Rob Kooper, Terry McLaren, Yong Liu:
Semantic middleware for e-Science knowledge spaces. Concurr. Comput. Pract. Exp. 23(17): 2107-2117 (2011) - [j9]Michael Simeone, Jennifer Guiliano, Rob Kooper, Peter Bajcsy:
Digging into data using new collaborative infrastructures supporting humanities-based computer science research. First Monday 16(5) (2011) - 2010
- [j8]Peter Bajcsy, Rob Kooper, Sang-Chul Lee:
Understanding documentation and reconstruction requirements for computer-assisted decision processes. Decis. Support Syst. 50(1): 316-324 (2010) - [j7]Abhishek Singh, Barbara S. Minsker, Peter Bajcsy:
Image-Based Machine Learning for Reduction of User Fatigue in an Interactive Model Calibration System. J. Comput. Civ. Eng. 24(3): 241-251 (2010) - 2008
- [j6]Rob Kooper, Andrew Shirk, Sang-Chul Lee, Amy Lin, Robert Folberg, Peter Bajcsy:
3D medical volume reconstruction using web services. Comput. Biol. Medicine 38(4): 490-500 (2008) - [j5]Sang-Chul Lee, Peter Bajcsy:
Trajectory fusion for three-dimensional volume reconstruction. Comput. Vis. Image Underst. 110(1): 19-31 (2008) - 2006
- [j4]Peter Bajcsy:
An Overview of DNA Microarray Grid Alignment and Foreground Separation Approaches. EURASIP J. Adv. Signal Process. 2006 (2006) - [j3]Sang-Chul Lee, Peter Bajcsy, Amy Lin, Robert Folberg:
Accuracy Evaluation for Region Centroid-Based Registration of Fluorescent CLSM Imagery. EURASIP J. Adv. Signal Process. 2006 (2006) - 2004
- [j2]Peter Bajcsy:
Gridline: automatic grid alignment DNA microarray scans. IEEE Trans. Image Process. 13(1): 15-25 (2004) - 1998
- [j1]Peter Bajcsy, Narendra Ahuja:
Location- and Density-Based Hierarchical Clustering Using Similarity Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 20(9): 1011-1015 (1998)
Conference and Workshop Papers
- 2023
- [c51]Semanti Basu, Peter Bajcsy, Thomas E. Cleveland IV, Manuel J. Carrasco, R. Iris Bahar:
LipoPose: Adapting Cellpose to Lipid Nanoparticle Segmentation. BIOIMAGING 2023: 115-123 - 2022
- [c50]Peter Bajcsy, Michael Majurski, Thomas E. Cleveland IV, Manuel J. Carrasco, Walid Keyrouz:
Characterization of AI Model Configurations for Model Reuse. ECCV Workshops (4) 2022: 454-469 - [c49]Victoria H. DiStefano, Jacob M. LaManna, David L. Jacobson, Paul A. Kienzle, Daniel S. Hussey, Peter Bajcsy:
Assessment of Dose Reduction Strategies in Wavelength-selective Neutron Tomography. IMPROVE 2022: 66-77 - 2021
- [c48]Mylene Simon, Sunny Yu, Jayapriya Nagarajan, Peter Bajcsy, Nicholas J. Schaub, Mohamed Ouladi, Sudharsan Prativadi, Nathan Hotaling:
Quantifying Variability in Microscopy Image Analyses for COVID-19 Drug Discovery. CVPR Workshops 2021: 3801-3809 - 2019
- [c47]Michael Majurski, Petru Manescu, Sarala Padi, Nicholas Schaub, Nathan Hotaling, Carl Simon Jr, Peter Bajcsy:
Cell Image Segmentation Using Generative Adversarial Networks, Transfer Learning, and Augmentations. CVPR Workshops 2019: 1114-1122 - 2018
- [c46]Marcin Kociolek, Peter Bajcsy, Mary Brady, Antonio Cardone:
Interpolation-Based Gray-Level Co-Occurrence Matrix Computation for Texture Directionality Estimation. SPA 2018: 146-151 - 2016
- [c45]Mylene Simon, Joe Chalfoun, Mary Brady, Peter Bajcsy:
Do we trust image measurements? Variability, accuracy and traceability of image features. IEEE BigData 2016: 1474-1482 - [c44]Peter Bajcsy, Soweon Yoon, Mylene Simon, Mary Brady, Ram D. Sriram, Nathan Hotaling, Nicholas Schaub, Carl G. Simon, Piotr M. Szczypinski, Stephen J. Florczyk:
Modeling, validation and verification of cell-scaffold contact measurements over terabyte-sized 3D image collection. IEEE BigData 2016: 3951-3953 - [c43]Michael Majurski, Joe Chalfoun, Steven P. Lund, Peter Bajcsy, Mary Brady:
Methodology for Increasing the Measurement Accuracy of Image Features. CVPR Workshops 2016: 1399-1407 - 2015
- [c42]Joe Chalfoun, Michael Majurski, Timothy Blattner, Walid Keyrouz, Peter Bajcsy, Mary Brady:
MIST: Microscopy Image Stitching Tool. BIBM 2015: 1757 - 2014
- [c41]Adele P. Peskin, Steven P. Lund, Ya-Shian Li-Baboud, Michael Halter, Anne L. Plant, Peter Bajcsy:
Automated ranking of stem cell colonies by translating biological rules to computational models. BCB 2014: 13-22 - [c40]Julien Amelot, Peter Bajcsy, Anne L. Plant, Mary Brady:
Machine learning and interactive visualization applied to TB-sized images of stem cells. IEEE BigData 2014: 4 - [c39]Peter Bajcsy, Phuong Nguyen, Antoine Vandecreme, Mary Brady:
Spatial computations over terabyte-sized images on hadoop platforms. IEEE BigData 2014: 816-824 - 2013
- [c38]Peter Bajcsy, Antoine Vandecreme, Mary Brady:
Re-projection of terabyte-sized images. IEEE BigData 2013: 1 - [c37]Peter Bajcsy, Antoine Vandecreme, Julien Amelot, Phuong Nguyen, Joe Chalfoun, Mary Brady:
Terabyte-sized image computations on Hadoop cluster platforms. IEEE BigData 2013: 729-737 - 2012
- [c36]Peter Bajcsy, Joe Chalfoun, Mary Brady:
How to select microscopy image similarity metrics? BCB 2012: 613-615 - 2011
- [c35]Guochun Shi, Volodymyr V. Kindratenko, Rob Kooper, Peter Bajcsy:
GPU acceleration of an image characterization algorithm for document similarity analysis. AICCSA 2011: 209-216 - [c34]Peter Bajcsy, Rob Kooper, Luigi Marini, Tenzing Shaw, Anne D. Hedeman, Robert Markley, Michael Simeone, Natalie Hansen, Simon Appleford, Dean Rehberger, Justine Richardson, Matthew Geimer, Steve M. Cohen, Peter F. Ainsworth, Michael Meredith, Jennifer Guiliano:
Supporting Scientific Discoveries to Answer Art Authorship Related Questions Across Diverse Disciplines and Geographically Distributed Resources. DH 2011: 85-87 - [c33]Kenton McHenry, Rob Kooper, Michal Ondrejcek, Luigi Marini, Peter Bajcsy:
A Mosaic of Software. eScience 2011: 279-286 - [c32]Alhaad Gokhale, Peter Bajcsy:
Automated classification of quilt photographs into crazy and non-crazy. Computer Vision and Image Analysis of Art 2011: 78690M - [c31]Tenzing Shaw, Peter Bajcsy:
Automation of digital historical map analyses. Computer Vision and Image Analysis of Art 2011: 78690A - [c30]Rob Kooper, Peter Bajcsy:
Computational scalability of large size image dissemination. Parallel Processing for Imaging Applications 2011: 78720N - [c29]Rob Kooper, Peter Bajcsy, Néstor Hernández:
Stitching giga pixel images using parallel computing. Parallel Processing for Imaging Applications 2011: 78720I - [c28]Kenton McHenry, Michal Ondrejcek, Luigi Marini, Rob Kooper, Peter Bajcsy:
Towards a Universal Viewer for Digital Content. ICCS 2011: 732-739 - 2010
- [c27]Rahul Malik, Peter Bajcsy:
Understanding the impact of visual quality parameters on activities in immersive systems. VECIMS 2010: 120-125 - [c26]Rahul Malik, Melissa Dobosh, Marshall Scott Poole, Kenton McHenry, Peter Bajcsy:
Evaluating the effectiveness of communication media on remote collaboration. VECIMS 2010: 130-135 - 2009
- [c25]Kenton McHenry, Rob Kooper, Peter Bajcsy:
Towards a Universal, Quantifiable, and Scalable File Format Converter. eScience 2009: 140-147 - [c24]Michal Ondrejcek, Jason Kastner, Rob Kooper, Peter Bajcsy:
A Methodology for File Relationship Discovery. eScience 2009: 193-200 - [c23]Suk-Kyu Lee, Kenton McHenry, Rob Kooper, Peter Bajcsy:
Characterizing human subjects in real-time and three-dimensional spaces by integrating thermal-infrared and visible spectrum cameras. ICME 2009: 1708-1711 - [c22]Rahul Malik, Peter Bajcsy:
Optimal stereo camera placement under spatially varying resolution requirements. IMMERSCOM 2009: 3 - [c21]Joe Futrelle, Jeff Gaynor, Joel Plutchak, James D. Myers, Robert E. McGrath, Peter Bajcsy, Jason Kastner, Kailash Kotwani, Jong Sung Lee, Luigi Marini, Rob Kooper, Terry McLaren, Yong Liu:
Semantic middleware for e-science knowledge spaces. MGC@Middleware 2009: 4 - [c20]Peter Bajcsy, Kenton McHenry, Hye-Jung Na, Rahul Malik, Andrew Spencer, Suk-Kyu Lee, Rob Kooper, Mike Frogley:
Immersive environments for rehabilitation activities. ACM Multimedia 2009: 829-832 - 2008
- [c19]Michal Ondrejcek, Rob Kooper, Peter Bajcsy:
Advanced Information Delivery System for the Abraham Lincoln Writings. eScience 2008: 416-417 - [c18]William McFadden, Kenton McHenry, Rob Kooper, Michal Ondrejcek, Alex Yahja, Peter Bajcsy:
Advanced Information Systems for Archival Appraisals of Contemporary Documents. eScience 2008: 440-441 - [c17]Luigi Marini, Rob Kooper, Peter Bajcsy, James D. Myers:
Publishing Active Workflows to Problem-Focused Web Spaces. eScience 2008: 444-445 - [c16]Joe Futrelle, Jeff Gaynor, Joel Plutchak, Peter Bajcsy, Jason Kastner, Kailash Kotwani, Jong Sung Lee, Luigi Marini, Rob Kooper, Robert E. McGrath, Terry McLaren, Yong Liu, James D. Myers:
Knowledge Spaces and Scientific Data. eScience 2008: 448-449 - [c15]Miles J. Johnson, Peter Bajcsy:
Integration of thermal and visible imagery for robust foreground detection in tele-immersive spaces. FUSION 2008: 1-8 - [c14]Sang-Chul Lee, William McFadden, Peter Bajcsy:
Text, Image and Vector Graphics Based Appraisal of Contemporary Documents. ICMLA 2008: 729-734 - 2007
- [c13]Sang-Chul Lee, Peter Bajcsy:
Understanding Challenges in Preserving and Reconstructing Computer-Assisted Medical Decision Processes. ICMLA 2007: 524-529 - 2006
- [c12]Sang-Chul Lee, Peter Bajcsy:
Three-Dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images. CVPR (2) 2006: 2221-2228 - [c11]Sang-Chul Lee, Peter Bajcsy:
Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images. CVAMIA 2006: 143-154 - [c10]Sang-Chul Lee, Peter Bajcsy:
Automated feature-based alignment for 3D volume reconstruction of CLSM imagery. Medical Imaging: Image Processing 2006: 61442Z - [c9]Peter Bajcsy, Sang-Chul Lee, David Clutter:
Supporting registration decisions during 3D medical volume reconstructions. Medical Imaging: Image Processing 2006: 61443D - [c8]Barbara S. Minsker, Jim Myers, Mark Marikos, Tim Wentling, Steve Downey, Yong Liu, Peter Bajcsy, Rob Kooper, Luigi Marini, Noshir S. Contractor, Harold D. Green, Joe Futrelle:
Poster reception - NCSA environmental cyberinfrastructure demonstration project: creating cyberenvironments for environmental engineering and hydrological science communities. SC 2006: 161 - 2005
- [c7]Peter Bajcsy:
An Overview of DNA Microarray Image Requirements for Automated Processing. CVPR Workshops 2005: 147 - [c6]Rob Kooper, Andrew Shirk, Sang-Chul Lee, Amy Lin, Robert Folberg, Peter Bajcsy:
3D Medical Volume Reconstruction Using Web Services. ICWS 2005: 709-716 - [c5]Sang-Chul Lee, Peter Bajcsy:
Feature based registration of fluorescent LSCM imagery using region centroids. Medical Imaging: Image Processing 2005 - 2004
- [c4]Sang-Chul Lee, Peter Bajcsy:
Multisensor raster and vector data fusion based on uncertainty modeling. ICIP 2004: 3355-3358 - 1998
- [c3]Peter Bajcsy, Narendra Ahuja:
Hierarchical Texture Segmentation. ACCV (2) 1998: 291-298 - 1997
- [c2]Peter Bajcsy, Narendra Ahuja:
A New Framework for Hierarchical Segmentation Using Similarity Analysis. Scale-Space 1997: 319-322 - 1996
- [c1]Peter Bajcsy, Narendra Ahuja:
Uniformity and homogeneity-based hierarchical clustering. ICPR 1996: 96-100
Parts in Books or Collections
- 2005
- [p1]Peter Bajcsy, Jiawei Han, Lei Liu, Jiong Yang:
Survey of Biodata Analysis from a Data Mining Perspective. Data Mining in Bioinformatics 2005: 9-39
Informal and Other Publications
- 2024
- [i5]Peter Bajcsy, Maxime Bros:
Interactive Simulations of Backdoors in Neural Networks. CoRR abs/2405.13217 (2024) - 2022
- [i4]Peter Bajcsy, Antonio Cardone, Chenyi Ling, Philippe Dessauw, Michael Majurski, Timothy Blattner, Derek Juba, Walid Keyrouz:
AI Model Utilization Measurements For Finding Class Encoding Patterns. CoRR abs/2212.06576 (2022) - 2021
- [i3]Peter Bajcsy, Michael Majurski:
Baseline Pruning-Based Approach to Trojan Detection in Neural Networks. CoRR abs/2101.12016 (2021) - 2020
- [i2]Peter Bajcsy, Nicholas J. Schaub, Michael Majurski:
Neural Network Calculator for Designing Trojan Detectors. CoRR abs/2006.03707 (2020) - 2009
- [i1]James D. Myers, Joe Futrelle, Jeff Gaynor, Joel Plutchak, Peter Bajcsy, Jason Kastner, Kailash Kotwani, Jong Sung Lee, Luigi Marini, Rob Kooper, Robert E. McGrath, Terry McLaren, Alejandro Rodríguez, Yong Liu:
Embedding Data within Knowledge Spaces. CoRR abs/0902.0744 (2009)
Coauthor Index
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