Udo Seiffert
Orcid: 0000-0002-6043-7947
According to our database1,
Udo Seiffert
authored at least 86 papers
between 1995 and 2022.
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Bibliography
2022
Neurocomputing, 2022
From hyperspectral to multispectral sensing - from simulation to reality: A comprehensive approach for calibration model transfer.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
Evaluation of RGB and Multispectral Unmanned Aerial Vehicle (UAV) Imagery for High-Throughput Phenotyping and Yield Prediction in Barley Breeding.
Remote. Sens., 2021
2020
Detection of Grapevine Leafroll-Associated Virus 1 and 3 in White and Red Grapevine Cultivars Using Hyperspectral Imaging.
Remote. Sens., 2020
Detection of Two Different Grapevine Yellows in Vitis vinifera Using Hyperspectral Imaging.
Remote. Sens., 2020
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
2019
Tree Species Classification Based on Hybrid Ensembles of a Convolutional Neural Network (CNN) and Random Forest Classifiers.
Remote. Sens., 2019
Transfer Learning for transferring machine-learning based models among hyperspectral sensors.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2017
Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017
Data dependent evaluation of dissimilarities in nearest prototype vector quantizers regarding their discriminating abilities.
Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017
2016
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016
2015
Fusion trees for fast and accurate classification of hyperspectral data with ensembles of γ-divergence-based RBF networks.
Neural Comput. Appl., 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
2014
Classification in high-dimensional spectral data: Accuracy vs. interpretability vs. model size.
Neurocomputing, 2014
Beyond Standard Metrics - On the Selection and Combination of Distance Metrics for an Improved Classification of Hyperspectral Data.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014
Fast image segmentation based on boosted random forests, integral images, and features on demand.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014
2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Quantitative Measurements of model interpretability for the analysis of spectral data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Hardware accelerated real time classification of hyperspectral imaging data for coffee sorting.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Classifying Scotch Whisky from near-infrared Raman spectra with a Radial Basis Function Network with Relevance Learning.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Robust classification of the nutrition state in crop plants by hyperspectral imaging and artificial neural networks.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
2010
Clustering of crop phenotypes by means of hyperspectral signatures using artificial neural networks.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Joint Registration and Segmentation of Histological Volume Data by Diffusion-Based Label Adaption.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Proceedings of the Foundations of Computational Intelligence, 2009
J. Virtual Real. Broadcast., 2009
Multimodal Registration of NMR-volumes and Histological Cross-sections of Barley Grains on the Cell Broadband Engine Processor.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
From Individual Intensity Voxel Data to Inter-individual Probabilistic Atlases of Biological Objects by an Interleaved Registration-segmentation Approach.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Remote Rendering of Large Biological Datasets.
Proceedings of the GRAPP 2009, 2009
Proceedings of the Similarity-Based Clustering, 2009
Inter-modality registration of NMRi and histological section images using neural networks regression in Gabor feature space.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Image Processing, 2009
Three-Dimensional Multimodality Modelling by Integration of High-Resolution Interindividual Atlases and Functional MALDI-IMS Data.
Proceedings of the Bioinformatics and Computational Biology, 2009
2008
Inteligencia Artif., 2008
4D Warping for Analysing Morphological Changes in Seed Development of Barley Grains.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Fast registration-based automatic segmentation of serial section images for high-resolution 3-D plant seed modeling.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
Towards Automatic Generation of 3D Models of Biological Objects Based on Serial Sections.
Proceedings of the Visualization in Medicine and Life Sciences., 2008
2007
Correlation-maximizing surrogate gene space for visual mining of gene expression patterns in developing barley endosperm tissue.
BMC Bioinform., 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Visualization of Fuzzy Information in Fuzzy-Classification for Image Segmentation using MDS.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007
2006
Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis.
Neurocomputing, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2006
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Unsupervised Feature Selection for Biomarker Identification in Chromatography and Gene Expression Data.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
2005
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Adaptive Implementation of Artificial Neural Networks Reflecting Changing Hardware Resources at Run-Time.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005
2004
Neurocomputing, 2004
Proceedings of the Reading and Learning, Adaptive Content Recognition, 2004
Haustoria Segmentation in Microscope Colour Images of Barley Cells.
Proceedings of the 10. Workshop Farbbildverarbeitung, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2004
2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Associative Correction Of Compression Artefacts With A Self-Organizing Map Classifying The Image Content.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003
Proceedings of the Progress in Pattern Recognition, 2003
2001
Proceedings of the Advances in Self-Organising Maps, 2001
Neural Techniques in Logo Recognition.
Proceedings of the Hybrid Information Systems, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
1999
Indirect Unsuperivised Training of Backpropagation Nets.
Proceedings of the Signal and Image Processing (SIP), 1999
1998
PhD thesis, 1998
1997
Inf. Sci., 1997
Growing 3D-SOMs with 2D-Input Layer as a Classification Tool in a Motion Detection System.
Int. J. Neural Syst., 1997
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997
1996
Adaptive filtering of distorted displacement vector fields using artificial neural networks.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
1995
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995