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Olaf Hellwich
Olaf Hellwich
Professor of Computer Vision & Remote Sensing, TU Berlin
Adresse e-mail validée de tu-berlin.de
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Année
Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology
H Sharma, N Zerbe, I Klempert, O Hellwich, P Hufnagl
Computerized Medical Imaging and Graphics 61, 2-13, 2017
3442017
Deep learning models for retinal blood vessels segmentation: a review
TA Soomro, AJ Afifi, L Zheng, S Soomro, J Gao, O Hellwich, M Paul
IEEE Access 7, 71696-71717, 2019
1562019
Towards global volcano monitoring using multisensor sentinel missions and artificial intelligence: The MOUNTS monitoring system
S Valade, A Ley, F Massimetti, O D’Hondt, M Laiolo, D Coppola, D Loibl, ...
Remote Sensing 11 (13), 1528, 2019
1532019
Comparison of 3D interest point detectors and descriptors for point cloud fusion
R Hänsch, T Weber, O Hellwich
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2014
1262014
Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation
TA Soomro, AJ Afifi, J Gao, O Hellwich, L Zheng, M Paul
Expert Systems with Applications 134, 36-52, 2019
1172019
Strided U-Net model: Retinal vessels segmentation using dice loss
TA Soomro, AJ Afifi, J Gao, O Hellwich, M Paul, L Zheng
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2018
1072018
Head Pose Estimation in Face Recognition Across Pose Scenarios.
MS Sarfraz, O Hellwich
VISAPP (1) 8, 235-242, 2008
1062008
Glacier velocity monitoring by maximum likelihood texture tracking
E Erten, A Reigber, O Hellwich, P Prats
IEEE Transactions on Geoscience and Remote Sensing 47 (2), 394-405, 2009
942009
Iterative Bilateral Filtering of Polarimetric SAR Data
O D'Hondt, S Guillaso, O Hellwich
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE …, 2013
892013
Genetic algorithm sample consensus (gasac)-a parallel strategy for robust parameter estimation
V Rodehorst, O Hellwich
2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW …, 2006
892006
A multi-resolution approach for combining visual information using nuclei segmentation and classification in histopathological images
H Sharma, N Zerbe, D Heim, S Wienert, HM Behrens, O Hellwich, ...
International Conference on Computer Vision Theory and Applications 2, 37-46, 2015
792015
Automatic registration of unordered point clouds acquired by Kinect sensors using an overlap heuristic
T Weber, R Hänsch, O Hellwich
ISPRS Journal of Photogrammetry and Remote Sensing 102, 96-109, 2015
752015
Three-Dimensional Building Reconstruction Using Images Obtained by Unmanned Aerial Vehicles
C Wefelscheid, R Hänsch, O Hellwich
International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2011
742011
A review of graph-based methods for image analysis in digital histopathology
H Sharma, N Zerbe, S Lohmann, K Kayser, O Hellwich, P Hufnagl
Diagnostic pathology 1 (1), 2015
712015
Boosting sensitivity of a retinal vessel segmentation algorithm with convolutional neural network
TA Soomro, AJ Afifi, J Gao, O Hellwich, MAU Khan, M Paul, L Zheng
2017 International Conference on Digital Image Computing: Techniques and …, 2017
692017
Towards a fully automated surveillance of well-being status in laboratory mice using deep learning: Starting with facial expression analysis
N Andresen, M Wöllhaf, K Hohlbaum, L Lewejohann, O Hellwich, ...
Plos one 15 (4), e0228059, 2020
682020
Complex-valued convolutional neural networks for object detection in PolSAR data
R Haensch, O Hellwich
8th European Conference on Synthetic Aperture Radar, 1-4, 2010
682010
A new body mass estimation of Brachiosaurus brancai Janensch, 1914 mounted and exhibited at the Museum of Natural History (Berlin, Germany)
HC Gunga, T Suthau, A Bellmann, S Stoinski, A Friedrich, T Trippel, ...
Fossil Record 11 (1), 33-38, 2008
672008
Comparison of different color spaces for image segmentation using graph-cut
X Wang, R Hänsch, L Ma, O Hellwich
2014 International Conference on Computer Vision Theory and Applications …, 2014
622014
Evaluation of relative pose estimation methods for multi-camera setups
V Rodehorst, M Heinrichs, O Hellwich
International Archives of Photogrammetry and Remote Sensing (ISPRS’08), 135-140, 2008
622008
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