Dorit Merhof

Orcid: 0000-0002-1672-2185

Affiliations:
  • Universität Regensburg, Germany


According to our database1, Dorit Merhof authored at least 253 papers between 2004 and 2024.

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

Timeline

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Bibliography

2024
Medical Image Segmentation Review: The Success of U-Net.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Overcoming data scarcity in biomedical imaging with a foundational multi-task model.
Nat. Comput. Sci., July, 2024

Advances in medical image analysis with vision Transformers: A comprehensive review.
Medical Image Anal., January, 2024

Single-Layer Learnable Activation for Implicit Neural Representation (SL<sup>2</sup>A-INR).
CoRR, 2024

Tissue Concepts: supervised foundation models in computational pathology.
CoRR, 2024

MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation.
CoRR, 2024

Physics-Inspired Generative Models in Medical Imaging: A Review.
CoRR, 2024

Unsupervised Latent Stain Adaption for Digital Pathology.
CoRR, 2024

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis.
CoRR, 2024

LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation.
CoRR, 2024

Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights.
CoRR, 2024

INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Learning Instance-Discriminative Pixel Embeddings Using Pixel Triplets.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study.
Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024

Unsupervised Latent Stain Adaptation for Computational Pathology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Continual Domain Incremental Learning for Privacy-Aware Digital Pathology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations.
Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024

Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

HCA-NET: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Diffusion models in medical imaging: A comprehensive survey.
Medical Image Anal., August, 2023

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images.
Medical Image Anal., 2023

The Liver Tumor Segmentation Benchmark (LiTS).
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Medical Image Anal., 2023

Continual Learning in Medical Imaging Analysis: A Comprehensive Review of Recent Advancements and Future Prospects.
CoRR, 2023

Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook.
CoRR, 2023

Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision.
CoRR, 2023

Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach.
CoRR, 2023

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation.
Proceedings of the Medical Imaging with Deep Learning, 2023

MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation.
Proceedings of the Medical Imaging with Deep Learning, 2023

Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach.
Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation.
Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation.
Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Using Synthetic Training Data in Neural Networks for the Estimation of Fiber Orientation Distribution Functions from Single Shell Data.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Implicit Neural Representation in Medical Imaging: A Comparative Survey.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Self-supervised Semantic Segmentation: Consistency over Transformation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SortedAP: Rethinking evaluation metrics for instance segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Increasing the Generalization of Supervised Fabric Anomaly Detection Methods to Unseen Fabrics.
Sensors, 2022

Diffusion Models for Medical Image Analysis: A Comprehensive Survey.
CoRR, 2022

Medical Image Segmentation on MRI Images with Missing Modalities: A Review.
CoRR, 2022

Automated major psoas muscle volumetry in computed tomography using machine learning algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2022

TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model.
IEEE Access, 2022

Animal Fiber Identification under the Open Set Condition.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Contextual Attention Network: Transformer Meets U-Net.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

From Supervised to Unsupervised Harmonization of Diffusion Mri Acquisitions.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Monoplanar CT Reconstruction with GANs.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Spatial Maturity Regression for the Classification of Hematopoietic Cells.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Analysis of automatically generated embedding guides for cell classification.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022

Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Automatic Embedding Interventions for the Classification of Hematopoietic Cells.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Panoptic Segmentation of Animal Fibers.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation<sup>*</sup>.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils Using Hybrid CNNs.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Instance Segmentation of Dense and Overlapping Objects via Layering.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Diffusion MRI Specific Pretraining by Self-supervision on an Auxiliary Dataset.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021
Gaussian Anomaly Detection by Modeling the Distribution of Normal Data in Pretrained Deep Features.
IEEE Trans. Instrum. Meas., 2021

Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning.
CoRR, 2021

High-throughput Phenotyping of Nematode Cysts.
CoRR, 2021

The Medical Segmentation Decathlon.
CoRR, 2021

Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

Guided Representation Learning for the Classification of Hematopoietic Cells.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Deep Frequency Re-calibration U-Net for Medical Image Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Identifying Pristine and Processed Animal Fibers using Machine Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Leveraging pre-trained Segmentation Networks for Anomaly Segmentation.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

Anomaly Detection for the Automated Visual Inspection of PET Preform Closures.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

Improving Localization of Brain Tumors through 3D GAN Inpainting.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Rotation Invariance for Unsupervised Cell Representation Learning - Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Reduction of Stain Variability in Bone Marrow Microscopy Images - Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Brightness Invariant Deep Spectral Super-Resolution.
Sensors, 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

A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020

Semi-supervised Instance Segmentation with a Learned Shape Prior.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Deep Optimal Filter Responses for Multi-Spectral Imaging.
Proceedings of the London Imaging Meeting 2020: Future Colour Imaging (LIM 2020), 30 September, 2020

Radiomic Feature Stability Analysis Based on Probabilistic Segmentations.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Linear Spectral Estimate Refinement for Spectral Reconstruction from RGB.
Proceedings of the 28th Color and Imaging Conference, 2020

Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Automated Segmentation of Profiled Fibers in cross-sectional Micrographs for Quality Control.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

GAN-based Defect Synthesis for Anomaly Detection in Fabrics.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Accurate Stitch Position Identification of Sewn Threads in Textiles.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 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. Medical Imaging, 2019

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels.
IEEE Trans. Instrum. Meas., 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.
Comput. Biol. Medicine, 2018

Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis.
Comput. Biol. Medicine, 2018

Annotated Dendrograms for Neurons From the Larval Fruit Fly Brain.
Proceedings of the 8th 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 8th 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

A Robust Algorithm for Computing Boundary Points of the Metamer Mismatch Body.
Proceedings of the 26th Color and Imaging Conference, 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.
Comput. Biol. Medicine, 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 6th 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, 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. Instrum. Meas., 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 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

Diffusionsbildgebung -Trends und aktuelle Entwicklungen.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 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 L<sup>2</sup>-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 35. Jahrestagung der Gesellschaft für Informatik, 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 9th International Fall Workshop on Vision, Modeling, and Visualization, 2004


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