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 AGVerified email at zeiss.com
Marcel SimonMicrosoftVerified email at microsoft.com
Orlando Guntinas-LichiusENT Dept., Jena University Hospital, GermanyVerified email at med.uni-jena.de
Christoph RediesProfessor of Anatomy, University of JenaVerified email at med.uni-jena.de
Clemens-Alexander BrustActing Group Lead Secure Software Engineering at DLR Data ScienceVerified email at dlr.de
Michael KemmlerVerified email at uni-jena.de
Dietrich PaulusProfessor of Computational Visualistics, Koblenz University, GermanyVerified email at uni-koblenz.de
Björn FröhlichJenoptik AGVerified email at daimler.com
Maha ShadaydehResearcher, FSU Jena, GermanyVerified email at uni-jena.de
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
Oliver MothesComputer Vision Group, University of JenaVerified email at uni-jena.de
Gustau Camps-VallsProfessor. Fellow IEEE/ELLIS/ESF/EurASC/AE. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Marco KörnerTechnische Universität MünchenVerified email at tum.de
Gerd Fabian VolkJena University Hospital, Facial-Nerve-Center, ENT-DepartmentVerified email at med.uni-jena.de
Miguel D. MahechaLeipzig University, Remote Sensing Centre for Earth System ResearchVerified email at uni-leipzig.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	2162	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	335	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	252	1997
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), 11979, 2017	215	2017
One-class classification with gaussian processes M Kemmler, E Rodner, ES Wacker, J Denzler Pattern recognition 46 (12), 3507-3518, 2013	214	2013
Selecting influential examples: Active learning with expected model output changes A Freytag, E Rodner, J Denzler Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014	193	2014
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	173	2008
Imagenet pre-trained models with batch normalization M Simon, E Rodner, J Denzler arXiv preprint arXiv:1612.01452, 2016	170	2016
Plenoptic modeling and rendering from image sequences taken by a hand-held camera B Heigl, R Koch, M Pollefeys, J Denzler, L Van Gool Mustererkennung 1999: 21. DAGM-Symposium Bonn, 15.–17. September 1999, 94-101, 1999	164	1999
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	146	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	137	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	130	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	124	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	111	2018
Fine-tuning deep neural networks in continuous learning scenarios C Käding, E Rodner, A Freytag, J Denzler Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops …, 2017	106	2017
Active learning for deep object detection CA Brust, C Käding, J Denzler arXiv preprint arXiv:1809.09875, 2018	98	2018
PHOG-derived aesthetic measures applied to color photographs of artworks, natural scenes and objects C Redies, SA Amirshahi, M Koch, J Denzler Computer Vision–ECCV 2012. Workshops and Demonstrations: Florence, Italy …, 2012	93	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	91	2007
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 Pattern Recognition: 38th German Conference, GCPR 2016, Hannover, Germany …, 2016	90	2016
Statistical image properties of print advertisements, visual artworks and images of architecture J Braun, SA Amirshahi, J Denzler, C Redies Frontiers in Psychology 4, 808, 2013	82	2013

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