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Dorit Merhof — most-cited papers & profile · Computer Vision
← authors
·
overview
Dorit Merhof
18
papers ·
475
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
2023 · 413 citations
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
2023 · 22 citations
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations
2018 · 12 citations
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
2020 · 8 citations
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation
2024 · 6 citations
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters
2019 · 5 citations
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
2022 · 5 citations
Recycle deep features for better object detection
2016 · 2 citations
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
2023 · 1 citations
LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Segmentation
2024 · 1 citations
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints
2020
AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018
2020
Contextual Attention Network: Transformer Meets U-Net
2022
Instance Segmentation of Dense and Overlapping Objects via Layering
2022
SortedAP: Rethinking evaluation metrics for instance segmentation
2023
Top co-authors
Reza Azad
· 9
Amirhossein Kazerouni
· 4
Moein Heidari
· 4
Yuli Wu
· 4
Afshin Bozorgpour
· 3
Ehsan Khodapanah Aghdam
· 2
Ilker Hacihaliloglu
· 2
Sanaz Karimijafarbigloo
· 2
yousef Sadegheih
· 2
Abin Jose
· 1
Amirali Molaei
· 1
Anke Schmeink
· 1
Topics
Segmentation
Medical Imaging
Image Generation
Object Detection
3D Vision
Image Restoration
Tracking