Joachim Denzler

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Erik RodnerUniversity of Applied Sciences (HTW Berlin)Verified email at htw-berlin.de
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Alexander FreytagCarl Zeiss, Corporate Research and Technology & University of JenaVerified email at zeiss.com
Paul BodesheimComputer Vision Group, Friedrich Schiller University Jena, GermanyVerified email at uni-jena.de
Björn BarzCarl Zeiss AG, Friedrich Schiller University JenaVerified email at uni-jena.de
Marcel SimonMicrosoftVerified email at microsoft.com
Christoph RediesProfessor of Anatomy, University of JenaVerified email at med.uni-jena.de
Clemens-Alexander BrustResearch Associate, DLR Data Science InstituteVerified email at dlr.de
Michael KemmlerVerified email at uni-jena.de
Dietrich PaulusProfessor of Computational Visualistics, Koblenz University, GermanyVerified email at uni-koblenz.de
Christoph KädingInstitute of Data Science, German Aerospace Center (DLR)Verified email at dlr.de
Orlando Guntinas-LichiusENT Dept., Jena University Hospital, GermanyVerified email at med.uni-jena.de
Björn FröhlichJenoptik AGVerified email at daimler.com
Daniel HaaseTechnology Specialist for Computer Vision and Machine Learning, ZEISS MicroscopyVerified email at dhaase.de
Seyed Ali AmirshahiNorwegian University of Science and TechnologyVerified email at ntnu.no
Marco KörnerTechnische Universität MünchenVerified email at tum.de
Gustau Camps-VallsProfessor. IEEE Fellow. ELLIS Fellow. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Maha ShadaydehResearcher, FSU Jena, GermanyVerified email at uni-jena.de
Oliver MothesComputer Vision Group, University of JenaVerified email at uni-jena.de
Gerd Fabian VolkJena University Hospital, Facial-Nerve-Center, ENT-DepartmentVerified email at med.uni-jena.de

Joachim Denzler

Professor für Informatik, Friedrich-Schiller University Jena

Verified email at uni-jena.de

Computer Vision Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep learning and process understanding for data-driven Earth system science M Reichstein, G Camps-Valls, B Stevens, M Jung, J Denzler, ... Nature 566 (7743), 195-204, 2019	1357	2019
Information theoretic sensor data selection for active object recognition and state estimation J Denzler, CM Brown IEEE Transactions on pattern analysis and machine intelligence 24 (2), 145-157, 2002	324	2002
Model based extraction of articulated objects in image sequences for gait analysis D Meyer, J Denzler, H Niemann Proceedings of International Conference on Image Processing 3, 78-81, 1997	248	1997
Fractal-like image statistics in visual art: similarity to natural scenes C Redies, J Hasenstein, J Denzler Spatial vision 21 (1-2), 137-148, 2008	162	2008
Automatic classification of cancerous tissue in laserendomicroscopy images of the oral cavity using deep learning M Aubreville, C Knipfer, N Oetter, C Jaremenko, E Rodner, J Denzler, ... Scientific reports 7 (1), 1-10, 2017	154	2017
Plenoptic modeling and rendering from image sequences taken by a hand-held camera B Heigl, R Koch, M Pollefeys, J Denzler, LV Gool Mustererkennung 1999, 94-101, 1999	154	1999
Selecting influential examples: Active learning with expected model output changes A Freytag, E Rodner, J Denzler European conference on computer vision, 562-577, 2014	146	2014
Imagenet pre-trained models with batch normalization M Simon, E Rodner, J Denzler arXiv preprint arXiv:1612.01452, 2016	145	2016
One-class classification with Gaussian processes M Kemmler, E Rodner, ES Wacker, J Denzler Pattern recognition 46 (12), 3507-3518, 2013	134	2013
Kernel null space methods for novelty detection P Bodesheim, A Freytag, E Rodner, M Kemmler, J Denzler Proceedings of the IEEE conference on computer vision and pattern …, 2013	132	2013
Convolutional patch networks with spatial prior for road detection and urban scene understanding CA Brust, S Sickert, M Simon, E Rodner, J Denzler arXiv preprint arXiv:1502.06344, 2015	126	2015
Nonparametric part transfer for fine-grained recognition C Goring, E Rodner, A Freytag, J Denzler Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	125	2014
Deep learning on small datasets without pre-training using cosine loss B Barz, J Denzler Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020	83	2020
Her 2 challenge contest: a detailed assessment of automated her 2 scoring algorithms in whole slide images of breast cancer tissues T Qaiser, A Mukherjee, C Reddy Pb, SD Munugoti, V Tallam, T Pitkäaho, ... Histopathology 72 (2), 227-238, 2018	81	2018
Fine-tuning deep neural networks in continuous learning scenarios C Käding, E Rodner, A Freytag, J Denzler Asian Conference on Computer Vision, 588-605, 2016	80	2016
PHOG-derived aesthetic measures applied to color photographs of artworks, natural scenes and objects C Redies, SA Amirshahi, M Koch, J Denzler European conference on computer vision, 522-531, 2012	80	2012
Artists portray human faces with the Fourier statistics of complex natural scenes C Redies, J Hänisch, M Blickhan, J Denzler Network: Computation in Neural Systems 18 (3), 235-248, 2007	79	2007
Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking. J Denzler, M Zobel, H Niemann ICCV 3, 400, 2003	74	2003
Active rays: Polar-transformed active contours for real-time contour tracking J Denzler, H Niemann Real-Time Imaging 5 (3), 203-213, 1999	74	1999
Chimpanzee faces in the wild: Log-euclidean CNNs for predicting identities and attributes of primates A Freytag, E Rodner, M Simon, A Loos, HS Kühl, J Denzler German Conference on Pattern Recognition, 51-63, 2016	71	2016

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