Joachim Denzler
Joachim Denzler
Professor für Informatik, Friedrich-Schiller University Jena
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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
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
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
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
One-class classification with gaussian processes
M Kemmler, E Rodner, ES Wacker, J Denzler
Pattern recognition 46 (12), 3507-3518, 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
Imagenet pre-trained models with batch normalization
M Simon, E Rodner, J Denzler
arXiv preprint arXiv:1612.01452, 2016
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
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
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
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
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
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
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
Active learning for deep object detection
CA Brust, C Käding, J Denzler
arXiv preprint arXiv:1809.09875, 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
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
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
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
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
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Artículos 1–20