Dorit Merhof

According to our database1, Dorit Merhof authored at least 153 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018.
CoRR, 2020

An Asymetric Cycle-Consistency Loss for Dealing with Many-to-One Mappings in Image Translation: A Study on Thigh MR Scans.
CoRR, 2020

A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images.
CoRR, 2020

Enhancing Deep Spectral Super-resolution from RGB Images by Enforcing the Metameric Constraint.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Image Quilting for Histological Image Synthesis.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Scalable HEVC for Histological Whole-Slide Image Compression.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019
Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology.
IEEE Trans. Med. Imaging, 2019

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels.
IEEE Trans. Instrumentation and Measurement, 2019

A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings.
Sensors, 2019

Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms.
NeuroImage, 2019

Delira: A High-Level Framework for Deep Learning in Medical Image Analysis.
J. Open Source Softw., 2019

Robustness of Radiomics for Survival Prediction of Brain Tumor Patients Depending on Resection Status.
Frontiers Comput. Neurosci., 2019

Radiomic Feature Stability Analysis based on Probabilistic Segmentations.
CoRR, 2019

Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters.
CoRR, 2019

CNN cascades for segmenting sparse objects in gigapixel whole slide images.
Comput. Medical Imaging Graph., 2019

Semantic Segmentation of Brain Tumors in MRI Data Without any Labels.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019

Multiparametric Magnetic Resonance Image Synthesis using Generative Adversarial Networks.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019

Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

GAN-Based Image Enrichment in Digital Pathology Boosts Segmentation Accuracy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Combined Learning for Similar Tasks with Domain-Switching Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Instance Segmentation of Biomedical Images with an Object-Aware Embedding Learned with Local Constraints.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Image-Based Survival Prediction for Lung Cancer Patients Using CNNS.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Multi-task Learning for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

Prediction of Liver Function Based on DCE-CT.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Sodium Image Denoising Based on a Convolutional Denoising Autoencoder.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Interpolating Maps between Neural Response Spaces for Chemosensing with Fruit Fly Antenna Sensors.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
larvalign: Aligning Gene Expression Patterns from the Larval Brain of Drosophila melanogaster.
Neuroinformatics, 2018

Image-based Survival Analysis for Lung Cancer Patients using CNNs.
CoRR, 2018

Spherical Harmonic Residual Network for Diffusion Signal Harmonization.
CoRR, 2018

DELIMIT PyTorch - An extension for Deep Learning in Diffusion Imaging.
CoRR, 2018

Training of polyp staging systems using mixed imaging modalities.
Comp. in Bio. and Med., 2018

Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis.
Comp. in Bio. and Med., 2018

Annotated Dendrograms for Neurons From the Larval Fruit Fly Brain.
Proceedings of the VCBM 18: Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice.
Proceedings of the VCBM 18: Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Which Way Round? A Study on the Performance of Stain-Translation for Segmenting Arbitrarily Dyed Histological Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

MixNet: Multi-modality Mix Network for Brain Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Abbreviated breast biopsy procedure by registration of craniocaudal and mediolateral breast MR images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Stain independent segmentation of whole slide images: A case study in renal histology.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods.
Proceedings of the Pattern Recognition Applications and Methods, 2018

Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Gradual Domain Adaptation for Segmenting Whole Slide Images Showing Pathological Variability.
Proceedings of the Image and Signal Processing - 8th International Conference, 2018

Robust Statistics for Feature-based Active Appearance Models.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

A fully annotated thermal face database and its application for thermal facial expression recognition.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Correction of Thread Position Mismatch in High Precision CNC Sewing.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

An Inspection System for Multi-Label Polymer Classification.
Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Reconstructing Spectral Images From RGB-Images Using a Convolutional Neural Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Towards Analysis of Mental Stress Using Thermal Infrared Tomography.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

Recovering a Chemotopic Feature Space from a Group of Fruit Fly Antenna Chemosensors.
Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

2017
CNN Cascades for Segmenting Whole Slide Images of the Kidney.
CoRR, 2017

Segmenting renal whole slide images virtually without training data.
Comp. in Bio. and Med., 2017

An unsupervised learning approach for tracking mice in an enclosed area.
BMC Bioinform., 2017

Context-Based Normalization of Histological Stains Using Deep Convolutional Features.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Unsupervised data analysis for virus detection with a surface plasmon resonance sensor.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

The Importance of Smoothness Constraints on Spectral Object Reflectances when Modeling Metamer Mismatching.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Compound quality assessment in laser beam melting processes using layer images.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Evaluation of Multi-Channel Image Registration in Microscopy.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Reliable Estimation of the Number of Compartments in Diffusion MRI.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Recycle deep features for better object detection.
CoRR, 2016

Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Feasibility Study on Automated Protein Aggregate Characterization Utilizing a Hybrid Classification Model.
Proceedings of the VCBM 16: Eurographics Workshop on Visual Computing for Biology and Medicine, 2016

Evaluation of i-Scan Virtual Chromoendoscopy and Traditional Chromoendoscopy for the Automated Diagnosis of Colonic Polyps.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Automated anatomical description of pleural thickening towards improvement of its computer-assisted diagnosis.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Smoothness-constrained convex cone analysis for signal extraction from calcium imaging movies.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Multi-class single-label classification of histopathological whole-slide images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Incorporating human knowledge in automated celiac disease diagnosis.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Color filter arrays revisited - Evaluation of Bayer pattern interpolation for industrial applications.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Localizing components on printed circuit boards using 2D information.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

Robust calibration marker detection in powder bed images from laser beam melting processes.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

Have we underestimated the power of image undistortion?
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Rectification for fronto-parallel camera movement in 3D reconstruction of printed circuit boards.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Automated enhancement and detection of stripe defects in large circular weft knitted fabrics.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Feature Selection Framework for White Matter Fiber Clustering Based on Normalized Cuts.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

Biometrische Messung der Pupillenreaktion.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

Detection and Quantification of Cytoskeletal Granules.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

Exploring Crossing Fibers of the Brain's White Matter Using Directional Regions of Interest.
Proceedings of the Visualization in Medicine and Life Sciences III, 2016

2015
Vision-Based On-Loom Measurement of Yarn Densities in Woven Fabrics.
IEEE Trans. Instrumentation and Measurement, 2015

Interactive tracking of insect posture.
Pattern Recognit., 2015

Blind weave detection for woven fabrics.
Pattern Anal. Appl., 2015

Discrimination of cell cycle phases in PCNA-immunolabeled cells.
BMC Bioinform., 2015

Detection of elevated regions in surface images from laser beam melting processes.
Proceedings of the IECON 2015, 2015

Accurate laser triangulation using a perpendicular camera setup to assess the height profile of PCBs.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Skew correction and line extraction in binarized printed text images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Spherical Ridgelets for Multi-Diffusion Tensor Refinement.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

Foreground Extraction for Histopathological Whole Slide Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014
A traverse inspection system for high precision visual on-loom fabric defect detection.
Mach. Vis. Appl., 2014

Extracting and Visualizing Uncertainties in Segmentations from 3D Medical Data.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2014

Detection of felt tip markers on microscope slides.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

Efficient numerical reconstruction of color Doppler images of mitral regurgitation in vitro.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Consistent follow-up segmentation of pleural thickenings.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Rotation estimation for printed circuit board recycling.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Text recognition for information retrieval in images of printed circuit boards.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Interactive Framework for Insect Tracking with Active Learning.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

High precision on-loom yarn density measurement in woven fabrics.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

Robustness analysis of imaging system for inspection of laser beam melting systems.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Segmentierung von Zellkernen für Hochdurchsatz-DNA-Bildzytomerie.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

Interactive 3D Segmentation of Pleural Thickenings Simultaniously at Different Points of Time Using Graph Cut.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
The looks of an odour - Visualising neural odour response patterns in real time.
BMC Bioinform., 2013

Automatic framework for tracking honeybee's antennae and mouthparts from low framerate video.
Proceedings of the IEEE International Conference on Image Processing, 2013

Automated Image Processing to Quantify Cell Migration.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

Optimized Cortical Subdivision for Classification of Alzheimer's Disease With Cortical Thickness.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

2012
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform.
BMC Bioinform., 2012

Instant visitation maps for interactive visualization of uncertain particle trajectories.
Proceedings of the Visualization and Data Analysis 2012, 2012

The BundleExplorer: A Focus and Context Rendering Framework for Complex Fiber Distributions.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2012

ISMI: a classification index for high angular resolution diffusion imaging.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Bundle Visualization Strategies for HARDI Characteristics.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Skeleton-based gyri sulci separation for improved assessment of cortical thickness.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Visualization and Evaluation of Intra-Bundle Diffusion Characteristics.
Proceedings of the Informatik 2012, 2012

Diffusionsbildgebung -Trends und aktuelle Entwicklungen.
Proceedings of the Informatik 2012, 2012

INCIDE the brain of a bee: Visualising honeybee brain activity in real time by semantic segmentation.
Proceedings of the 2012 IEEE Symposium on Biological Data Visualization, 2012

2011
Novel Fast Marching for Automated Segmentation of the Hippocampus (FMASH): Method and validation on clinical data.
NeuroImage, 2011

Automated Image Processing for the Analysis of DNA Repair Dynamics
CoRR, 2011

HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011

Evaluation of Local Filter Approaches for Diffusion Tensor-Based Fiber Tracking.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

Anisotropy of HARDI Diffusion Profiles Based on the L2-Norm.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010
Evaluation of Hippocampal Segmentation Methods for Healthy and Pathological Subjects.
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2010

Fiber Selection from Diffusion Tensor Data based on Boolean Operators.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2007
Correction of susceptibility artifacts in diffusion tensor data using non-linear registration.
Medical Image Anal., 2007

Anisotropic quadrilateral mesh generation: An indirect approach.
Adv. Eng. Softw., 2007

Generation of Hulls Encompassing Neuronal Pathways Based on Tetrahedralization and 3D Alpha Shapes.
Proceedings of the Bildverarbeitung für die Medizin 2007, 2007

Reconstruction and visualization of neuronal pathways from diffusion tensor data.
PhD thesis, 2007

2006
Hybrid Visualization for White Matter Tracts using Triangle Strips and Point Sprites.
IEEE Trans. Vis. Comput. Graph., 2006

Intraoperative visualization of the pyramidal tract by diffusion-tensor-imaging-based fiber tracking.
NeuroImage, 2006

Visualization Strategies for Major White Matter Tracts for Intraoperative Use.
Int. J. Comput. Assist. Radiol. Surg., 2006

Fast and Accurate Connectivity Analysis Between Functional Regions Based on DT-MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Streamline Visualization of Diffusion Tensor Data Based on Triangle Strips.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
Visualization of White Matter Tracts with Wrapped Streamlines.
Proceedings of the 16th IEEE Visualization Conference, 2005

Integrated Visualization of Diffusion Tensor Fiber Tracts and Anatomical Data.
Proceedings of the Simulation und Visualisierung 2005 (SimVis 2005), 2005

Directional volume growing for the extraction of white matter tracts from diffusion tensor data.
Proceedings of the Medical Imaging 2005: Visualization, 2005

Rekonstruktion und Visualisierung neuronaler Bahnen.
Proceedings of the INFORMATIK 2005, 2005

Enhanced Visualization of Diffusion Tensor Data for Neurosurgery.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005

2004
Non-linear Integration of DTI-based Fiber Tracts into Standard 3D MR Data.
Proceedings of the Vision, 2004


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