Peter Bajcsy

Orcid: 0000-0002-6968-2615

Affiliations:
  • NIST, Gaithersburg, MD, USA
  • University of Illinois at Urbana-Champaign, Urbana, IL, USA (former)


According to our database1, Peter Bajcsy authored at least 72 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Interactive Simulations of Backdoors in Neural Networks.
CoRR, 2024

2023
Assessment of Dose-Reduction Strategies in Wavelength-Selective Neutron Tomography.
SN Comput. Sci., September, 2023

LipoPose: Adapting Cellpose to Lipid Nanoparticle Segmentation.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
AI Model Utilization Measurements For Finding Class Encoding Patterns.
CoRR, 2022

Assessment of Dose Reduction Strategies in Wavelength-selective Neutron Tomography.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022

Characterization of AI Model Configurations for Model Reuse.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Baseline Pruning-Based Approach to Trojan Detection in Neural Networks.
CoRR, 2021

Quantifying Variability in Microscopy Image Analyses for COVID-19 Drug Discovery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Neural Network Calculator for Designing Trojan Detectors.
CoRR, 2020

2019
Cell Image Segmentation Using Generative Adversarial Networks, Transfer Learning, and Augmentations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Interpolation-Based Gray-Level Co-Occurrence Matrix Computation for Texture Directionality Estimation.
Proceedings of the Signal Processing: Algorithms, 2018

2017
Accurate and interpretable classification of microspectroscopy pixels using artificial neural networks.
Medical Image Anal., 2017

Modeling, validation and verification of three-dimensional cell-scaffold contacts from terabyte-sized images.
BMC Bioinform., 2017

2016
Enabling Stem Cell Characterization from Large Microscopy Images.
Computer, 2016

Methodology for Increasing the Measurement Accuracy of Image Features.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Do we trust image measurements? Variability, accuracy and traceability of image features.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Modeling, validation and verification of cell-scaffold contact measurements over terabyte-sized 3D image collection.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Survey statistics of automated segmentations applied to optical imaging of mammalian cells.
BMC Bioinform., 2015

MIST: Microscopy Image Stitching Tool.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Spatial computations over terabyte-sized images on hadoop platforms.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Machine learning and interactive visualization applied to TB-sized images of stem cells.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Automated ranking of stem cell colonies by translating biological rules to computational models.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Tele-immersive environments for rehabilitation activities: an empirical study on proprioception.
Multidimens. Syst. Signal Process., 2013

Re-projection of terabyte-sized images.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Terabyte-sized image computations on Hadoop cluster platforms.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
How to select microscopy image similarity metrics?
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Towards a Universal Viewer for Digital Content.
Proceedings of the International Conference on Computational Science, 2011

Digging into data using new collaborative infrastructures supporting humanities-based computer science research.
First Monday, 2011

Semantic middleware for e-Science knowledge spaces.
Concurr. Comput. Pract. Exp., 2011

Stitching giga pixel images using parallel computing.
Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Computational scalability of large size image dissemination.
Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Automation of digital historical map analyses.
Proceedings of the Computer Vision and Image Analysis of Art II, San Francisco Airport, 2011

Automated classification of quilt photographs into crazy and non-crazy.
Proceedings of the Computer Vision and Image Analysis of Art II, San Francisco Airport, 2011

A Mosaic of Software.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

Supporting Scientific Discoveries to Answer Art Authorship Related Questions Across Diverse Disciplines and Geographically Distributed Resources.
Proceedings of the 6th Annual International Conference of the Alliance of Digital Humanities Organizations, 2011

GPU acceleration of an image characterization algorithm for document similarity analysis.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

2010
Image-Based Machine Learning for Reduction of User Fatigue in an Interactive Model Calibration System.
J. Comput. Civ. Eng., 2010

Understanding documentation and reconstruction requirements for computer-assisted decision processes.
Decis. Support Syst., 2010

Evaluating the effectiveness of communication media on remote collaboration.
Proceedings of the IEEE International Conference on Virtual Environments, 2010

Understanding the impact of visual quality parameters on activities in immersive systems.
Proceedings of the IEEE International Conference on Virtual Environments, 2010

2009
Embedding Data within Knowledge Spaces
CoRR, 2009

Immersive environments for rehabilitation activities.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Optimal stereo camera placement under spatially varying resolution requirements.
Proceedings of the 2nd International ICST Conference on Immersive Telecommunications, 2009

Characterizing human subjects in real-time and three-dimensional spaces by integrating thermal-infrared and visible spectrum cameras.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Methodology for File Relationship Discovery.
Proceedings of the Fifth International Conference on e-Science, 2009

Towards a Universal, Quantifiable, and Scalable File Format Converter.
Proceedings of the Fifth International Conference on e-Science, 2009

2008
Trajectory fusion for three-dimensional volume reconstruction.
Comput. Vis. Image Underst., 2008

3D medical volume reconstruction using web services.
Comput. Biol. Medicine, 2008

Text, Image and Vector Graphics Based Appraisal of Contemporary Documents.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Integration of thermal and visible imagery for robust foreground detection in tele-immersive spaces.
Proceedings of the 11th International Conference on Information Fusion, 2008

Advanced Information Delivery System for the Abraham Lincoln Writings.
Proceedings of the Fourth International Conference on e-Science, 2008

Advanced Information Systems for Archival Appraisals of Contemporary Documents.
Proceedings of the Fourth International Conference on e-Science, 2008

Publishing Active Workflows to Problem-Focused Web Spaces.
Proceedings of the Fourth International Conference on e-Science, 2008

Knowledge Spaces and Scientific Data.
Proceedings of the Fourth International Conference on e-Science, 2008

2007
Understanding Challenges in Preserving and Reconstructing Computer-Assisted Medical Decision Processes.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006
Accuracy Evaluation for Region Centroid-Based Registration of Fluorescent CLSM Imagery.
EURASIP J. Adv. Signal Process., 2006

An Overview of DNA Microarray Grid Alignment and Foreground Separation Approaches.
EURASIP J. Adv. Signal Process., 2006

Poster reception - NCSA environmental cyberinfrastructure demonstration project: creating cyberenvironments for environmental engineering and hydrological science communities.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Automated feature-based alignment for 3D volume reconstruction of CLSM imagery.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Supporting registration decisions during 3D medical volume reconstructions.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

Three-Dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Feature based registration of fluorescent LSCM imagery using region centroids.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

An Overview of DNA Microarray Image Requirements for Automated Processing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Survey of Biodata Analysis from a Data Mining Perspective.
Proceedings of the Data Mining in Bioinformatics, 2005

2004
Gridline: automatic grid alignment DNA microarray scans.
IEEE Trans. Image Process., 2004

Multisensor raster and vector data fusion based on uncertainty modeling.
Proceedings of the 2004 International Conference on Image Processing, 2004

1998
Location- and Density-Based Hierarchical Clustering Using Similarity Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Hierarchical Texture Segmentation.
Proceedings of the Computer Vision, 1998

1997
Hierarchical Segmentation and Clustering Using Similarity Analysis
PhD thesis, 1997

A New Framework for Hierarchical Segmentation Using Similarity Analysis.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997

1996
Uniformity and homogeneity-based hierarchical clustering.
Proceedings of the 13th International Conference on Pattern Recognition, 1996


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