Petra Perner
Orcid: 0000-0003-3355-1397Affiliations:
- Institute of Computer Vision and Applied Computer Sciences (IBaI), Leipzig, Germany
According to our database1,
Petra Perner
authored at least 142 papers
between 1984 and 2024.
Collaborative distances:
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Bibliography
2024
MR-Matcher: A Multirouting Transformer-Based Network for Accurate Local Feature Matching.
IEEE Trans. Instrum. Meas., 2024
2023
Mach. Vis. Appl., November, 2023
2022
A novel fast combine-and-conquer object detector based on only one-level feature map.
Comput. Vis. Image Underst., 2022
2021
Detection of Hygiene-Relevant Parameters from Cereal Grains such as Mycotoxin based on Microscopic Imaging, Intelligent Image Processing and Data Mining.
Trans. Mass Data Anal. Images Signals, 2021
2020
Corona Virus Global Health Transformation to Telemedicine, the Quality-of-Service Provision, and the Cybersecurity Challenges.
Trans. Mach. Learn. Data Min., 2020
Trans. Mass Data Anal. Images Signals, 2020
2019
Indirect Determination of Mycotoxin Concentration with Image Processing and Data Mining.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2019
Functions and Architecture for Automatic Predictive Targeting and Modelling Realtime On-line Behavior.
Proceedings of the Advances in Data Mining, 2019
Functions and Architecture for Automatic Predictive Targeting and Modelling Real-time On-line Behavior.
Proceedings of the Data Mining in Marketing 15th International Workshop on Data Mining in Marketing, 2019
Proceedings of the Advances in Computer Vision, 2019
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
2018
Trans. Mach. Learn. Data Min., 2018
Int. J. Pattern Recognit. Artif. Intell., 2018
Determination of Alzheimer Disease by the Calculation of the Brain/Liquor Quotient.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2018
2017
Trans. Mass Data Anal. Images Signals, 2017
Multi-Strategy Learning For Image Interpretation Systems Based on CBR and Evolutionary Learning.
Trans. Case Based Reason., 2017
A Hazy Image Database with Amplitude Spectra Analysis.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2017
Mining Frequent Subgraph Pattern Over a Collection of Attributed-Graphs and Construction of a Relation Hierarchy for Result Reporting.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017
2016
A New Similarity Measure for Sequences and Time-Series Applied to Spectrometer Signal Analysis.
Trans. Case Based Reason., 2016
Representation of 1-D Signals by a 0_1 Sequence and Similarity-Based Interpretation: A Case-Based Reasoning Approach.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016
System Architecture and Functions of Internet-Based Production of Tailor-Made Clothes.
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2016, 2016
Iris recognition and what is next? Iris diagnosis: a new challenging topic for machine vision from image acquisition to image interpretation.
Proceedings of the Ninth International Conference on Machine Vision, 2016
Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016
2015
Automatic Cell Tracking and Kinetic Feature Description of Cell Paths for Image Mining.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015
Case-Based Reasoning for Spectrometer Signal Analysis.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2015
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015
Tracking Living Cells in Microscopic Images and Description of the Kinetics of the Cells.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015
Proceedings of the 29th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2015
2014
A Method for Supporting the Domain Expert by the Interpretation of Different Decision Trees Learnt from the Same Domain.
Qual. Reliab. Eng. Int., 2014
Using Human Experts Opinion to Similarity and from Object Calculated Numerical Similarity in Order to Improve the Classification Accuracy.
Trans. Mach. Learn. Data Min., 2014
Observation of the Internal Mitochondrial Movement of the Cells by Classification into Classes Round, Tubular and Cell Death.
Trans. Mass Data Anal. Images Signals, 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
Proceedings of the 16th LWA Workshops: KDML, 2014
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014
The Study of the Internal Mitochondrial Movement of the Cells by Data Mining with Prototype-Based Classification.
Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014
Detecting the Transition Stage of Cells and Cell Parts by Prototype-Based Classification.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2014
A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination.
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014
2013
Trans. Mass Data Anal. Images Signals, 2013
A New Method for Solving the Point-Correspondence Problem between Two Shapes and Their Similarity Calculation.
Trans. Mass Data Anal. Images Signals, 2013
Image Acquisition and Detection of the Iris for Iridiology.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2013
Case-Based Reasoning and the Statistical Challenges II.
Proceedings of the Advances in Data Mining, 13th Industrial Conference, 2013
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013
2012
Why Quantitative Measurement of Cellular Events and What can be achieved with Pattern Recognition and Data Mining?
Trans. Mass Data Anal. Images Signals, 2012
Proceedings of the Combinatorial Image Analysis - 15th International Workshop, 2012
2011
Mining Colorectal Polyp Images for Colon Examination based on Texture Description and Decision Tree Induction.
Trans. Mach. Learn. Data Min., 2011
A Novel Method for the Interpretation of Spectrometer Signals Based on Delta-Modulation and Similarity Determination.
Trans. Mass Data Anal. Images Signals, 2011
Trans. Case Based Reason., 2011
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011
A Comparison between Haralick's Texture Descriptor and the Texture Descriptor Based on Random Sets for Biological Images.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Interpretation of (RAMAN) Spectrometer-Signals Based on Delta Modulation and Similarity-Based Classification - Label-Free Screening of Bio-Molecular Interactions Based on Raman Spectroscopy.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011
About the Use of Data Bases for Data Mining in Direct Marketing.
Proceedings of the Advances in Data Mining. 11th Industrial Conference, 2011
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011
A First Note on the Problem of Normalization and a Normalized Similarity Measure by Online Data.
Proceedings of the Advances in Data Mining. 11th Industrial Conference, 2011
2010
An Approach for Data Mining in Drug Development based on Decision Tree Clustering and Classification.
Trans. Mach. Learn. Data Min., 2010
Mining 3D Biological Images in order to Construct a Landscape Model of Biological Objects.
Trans. Mach. Learn. Data Min., 2010
Incremental Learning of Statistical Models from a Temporal Data Stream . An MML-Based Appoach.
Trans. Mach. Learn. Data Min., 2010
Prototype-Based Classification for Automatic Knowledge Acquisition of Pathological Processes at the Cellular Level.
Trans. Mass Data Anal. Images Signals, 2010
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.
J. Softw. Eng. Appl., 2010
2009
Trans. Mach. Learn. Data Min., 2009
Trans. Mass Data Anal. Images Signals, 2009
Health Monitoring by Image Acquisition and Analysis of Hazardous Biological Material in Air - A System for Airborne Fungi Identification.
Trans. Mass Data Anal. Images Signals, 2009
Flexible High-Content Image Analysis System for the Automatic Image Analysis and Interpretation of Cell Images - Computerized Methods in System Biology.
Trans. Mass Data Anal. Images Signals, 2009
Concepts for novelty detection and handling based on a case-based reasoning process scheme.
Eng. Appl. Artif. Intell., 2009
Novelty Detection and In-Line Learning of Novel Concepts According to a Case-Based Reasoning Process Schema for High-Content Image Analysis in System Biology and Medicine.
Comput. Intell., 2009
Trans. Case Based Reason., 2009
A Study on the Case Image Description for Learning the Model of the Watershed Segmentation.
Trans. Case Based Reason., 2009
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
Proceedings of the Case-Based Reasoning on Images and Signals, 2008
Proceedings of the Case-Based Reasoning on Images and Signals, 2008
Int. J. Pattern Recognit. Artif. Intell., 2008
Novel Computerized Methods in System Biology -Flexible High-Content Image Analysis and Interpretation System for Cell Images.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.
Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008
2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Automatic Quality Control of Cereals in Particular Wheat-Subtask Detection of Hygiene-Relevant Parameters.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the Advances in Brain, 2007
2006
Eng. Appl. Artif. Intell., 2006
Comput. Intell., 2006
Artif. Intell. Medicine, 2006
Artif. Intell. Medicine, 2006
Proceedings of the Advances in Data Mining, 2006
Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining.
Proceedings of the 6th Industrial Conference on Data Mining, Workshop Proceedings, 2006
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006
Proceedings of the Progress in Pattern Recognition, 2006
2005
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005
2004
Eng. Appl. Artif. Intell., 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Advances in Data Mining, 2004
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
2003
Health Monitoring by an Image Interpretation System - A System for Airborne Fungi Identification.
Proceedings of the Medical Data Analysis, 4th International Symposium, 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
2002
Data Mining - Concepts and Techniques.
Künstliche Intell., 2002
Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces.
Proceedings of the Advances in Data Mining, 2002
Texture Classification Based on the Boolean Model and its Application to Hep-2 Cells.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Similarity Guided Learning of the Case Description and Improvement of the System Performance in an Image Classification System.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Lecture Notes in Computer Science 2558, Springer, ISBN: 3-540-00317-7, 2002
2001
Pattern Recognit. Lett., 2001
A comparison between neural networks and decision trees based on data from industrial radiographic testing.
Pattern Recognit. Lett., 2001
Appl. Artif. Intell., 2001
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001
Are Case-Based Reasoning and Dissimilarity-Based Classification Two Sides of the Same Coin?
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001
Proceedings of the Medical Data Analysis, Second International Symposium, 2001
Data Mining and E-Commerce.
Proceedings of the Data Mining, 2001
Proceedings of the Case-Based Reasoning Research and Development, 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000
1999
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999
Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999
1998
Proceedings of the Advances in Pattern Recognition, 1998
Content-Based Image Indexing and Retrieval in an Image Database for Technical Domains.
Proceedings of the Multimedia Information Analysis and Retrieval, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Different Learning Strategies in a Case-Based Reasoning System for Image Interpretation.
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
Similarity-based image segmentation for determination of brain / liquor ratio in CT image by Alzheimer Dementia.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1998
1997
Wissensakquisition in der medizinischen Diagnose mittels Induktion von Entscheidungsbäumen.
Künstliche Intell., 1997
1996
Knowledge Acquisition by Symbolic Decision Tree Induction for Interpretation of Digital Images in Radiology.
Proceedings of the Advances in Structural and Syntactical Pattern Recognition, 1996
Proceedings of IAPR Workshop on Machine Vision Applications, 1996
1995
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995
1994
A knowledge-based image-inspection system for automatic defect recognition, classification, and process diagnosis.
Mach. Vis. Appl., 1994
1993
Application of Knowledge-Based Image Inspection System for Diagnosis of Misprints in Offsetprinting.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993
1984
Datenreduktionsverfahren für technologische Industrierobotersteuerungen mit direkter Teach-in-Programmierung.
PhD thesis, 1984