Search Results - "Rodner, Erik"

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AutoML for Industrial Process Control: Analysis of its Benefits and Impact on Real Applications.

Authors: Elsharkawi, Abdelrahman Krautz, Danny Rodner, Erik

Source: TH Wildau Engineering & Natural Sciences Proceedings; 2025, Vol. 2, p1-16, 16p

Detection of breast cancer using machine learning on time-series diffuse optical transillumination data.

Authors: Harnischmacher, Nils Rodner, Erik Schmitz, Christoph H.

Source: Journal of Biomedical Optics. Nov2024, Vol. 29 Issue 11, p1-18. 18p.

Subjects: Cancer diagnosis, Optical tomography, Light transmission, Support vector machines, Transillumination, Breast

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Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks.

Authors: Rodner, Erik Freytag, Alexander Bodesheim, Paul et al.

Source: International Journal of Computer Vision; Jan2017, Vol. 121 Issue 2, p253-280, 28p, 1 Diagram, 7 Charts, 15 Graphs

Asymmetric and Category Invariant Feature Transformations for Domain Adaptation.

Authors: Hoffman, Judy Rodner, Erik Donahue, Jeff et al.

Source: International Journal of Computer Vision; Aug2014, Vol. 109 Issue 1/2, p28-41, 14p, 1 Color Photograph, 2 Diagrams, 4 Charts, 1 Graph

Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition.

Authors: Fröhlich, Björn Rodner, Erik Kemmler, Michael et al.

Source: Machine Vision & Applications; Jul2013, Vol. 24 Issue 5, p1043-1053, 11p, 1 Color Photograph, 3 Diagrams, 2 Charts, 1 Graph

Synthetic data enables human-grade microtubule analysis with foundation models for segmentation.

Authors: Koddenbrock, Mario Westerhoff, Justus Fachet, Dominik et al.

Source: PLoS Computational Biology. 5/5/2026, Vol. 22 Issue 5, p1-25. 25p.

The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization.

Authors: Simon, Marcel Rodner, Erik Darrell, Trevor et al.

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence. Mar2020, Vol. 42 Issue 3, p749-763. 15p.

Subjects: Bilinear forms, Artificial neural networks, Visualization

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection.

Authors: Barz, Bjorn Rodner, Erik Garcia, Yanira Guanche et al.

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence. May2019, Vol. 41 Issue 5, p1088-1101. 14p.

Subjects: Time series analysis, Data analysis, Numerical analysis, Time delay systems, Gaussian processes

Understanding object descriptions in robotics by open-vocabulary object retrieval and detection.

Authors: Guadarrama, Sergio Rodner, Erik Saenko, Kate et al.

Source: International Journal of Robotics Research. Jan-Mar2016, Vol. 35 Issue 1-3, p265-280. 16p.

Subjects: Artificial neural networks, Artificial intelligence research, Natural language processing, Robotics research, Deep learning

Deep bilinear features for Her2 scoring in digital pathology.

Authors: Rodner, Erik Simon, Marcel Denzler, Joachim

Source: Current Directions in Biomedical Engineering; Sep2017, Vol. 3 Issue 2, p811-814, 4p

Automatic identification of novel bacteria using Raman spectroscopy and Gaussian processes.

Authors: Kemmler, Michael Rodner, Erik Rösch, Petra et al.

Source: Analytica Chimica Acta. Sep2013, Vol. 794, p29-37. 9p.

Subjects: Gaussian processes, Raman spectroscopy, Chemometrics, Automatic identification, Bacteria, Performance evaluation

One-class classification with Gaussian processes.

Authors: Kemmler, Michael Rodner, Erik Wacker, Esther-Sabrina et al.

Source: Pattern Recognition. Dec2013, Vol. 46 Issue 12, p3507-3518. 12p.

Subjects: Gaussian processes, Classification, Pattern recognition systems, Kernel functions, Image analysis, Vector data, Performance evaluation, Logical prediction

Learning with few examples for binary and multiclass classification using regularization of randomized trees

Authors: Rodner, Erik Denzler, Joachim

Source: Pattern Recognition Letters. Jan2011, Vol. 32 Issue 2, p244-251. 8p.

Subjects: Tree graphs, Visual perception, Knowledge transfer, Decision trees, Set theory, Mathematical category theory, Mathematical analysis

HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues.

Authors: Qaiser, Talha Bhalerao, Abhir Rajpoot, Nasir et al.

Source: Histopathology. Jan2018, Vol. 72 Issue 1, p227-238. 12p. 2 Color Photographs, 5 Charts, 1 Graph.

Multivariate Anomaly Detection for Earth Observations: A Comparison of Algorithms and Feature Extraction Techniques.

Authors: Flach, Milan Gans, Fabian Brenning, Alexander et al.

Source: Earth System Dynamics Discussions. 2016, p1-27. 27p.

Intelligence without intuition: a mixed-methods pilot study on reasoning models in musculoskeletal physiotherapy for low-back pain.

Authors: Knauer R Kalmring M Rodner E

Source: Frontiers in digital health [Front Digit Health] 2026 Mar 18; Vol. 8, pp. 1789412. Date of Electronic Publication: 2026 Mar 18 (Print Publication: 2026).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101771889 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-253X (Electronic) Linking ISSN: 2673253X NLM ISO Abbreviation: Front Digit Health Subsets: PubMed not MEDLINE

Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study.

Authors: Rodner E Bocklitz T von Eggeling F et al.

Source: Head & neck [Head Neck] 2019 Jan; Vol. 41 (1), pp. 116-121. Date of Electronic Publication: 2018 Dec 12.

Publication Type: Journal Article; Observational Study; Research Support, Non-U.S. Gov't

Journal Info: Publisher: John Wiley And Sons Country of Publication: United States NLM ID: 8902541 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0347 (Electronic) Linking ISSN: 10433074 NLM ISO Abbreviation: Head Neck Subsets: MEDLINE

Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer.

Authors: Dittberner A Rodner E Ortmann W et al.

Source: Head & neck [Head Neck] 2016 Apr; Vol. 38 Suppl 1, pp. E1419-26. Date of Electronic Publication: 2015 Nov 11.

Publication Type: Journal Article; Observational Study

Journal Info: Publisher: John Wiley And Sons Country of Publication: United States NLM ID: 8902541 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-0347 (Electronic) Linking ISSN: 10433074 NLM ISO Abbreviation: Head Neck Subsets: MEDLINE