Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels Sep 30, 2022 Domain Generalization Image Segmentation
Code Code Available Calibrating Segmentation Networks with Margin-based Label Smoothing Sep 9, 2022 Image Segmentation Medical Image Segmentation
Code Code Available Topology-Preserving Downsampling of Binary Images Jul 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Oct 18, 2018 Image Segmentation Lesion Segmentation
Code Code Available Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products Jul 10, 2020 Image Segmentation Semantic Segmentation
Code Code Available PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation Jan 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions Dec 30, 2018 Autonomous Driving Image Segmentation
Code Code Available Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image Segmentation Oct 22, 2021 Density Estimation Image Segmentation
Code Code Available Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation Jul 30, 2019 Image Segmentation Lesion Segmentation
Code Code Available Immunofluorescence Capillary Imaging Segmentation: Cases Study Jul 14, 2022 Benchmarking Image Segmentation
Code Code Available Photi-LakeIce Dataset Feb 18, 2020 Change detection for remote sensing images Image Segmentation
Code Code Available Deep learning for Background Replacement in Video Conferencing Jun 12, 2023 Deep Learning Image Segmentation
Code Code Available Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Jan 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Image Segmentation with Topological Priors May 12, 2022 Image Segmentation Segmentation
Code Code Available A Novel Approach for Image Segmentation based on Histograms computed from Hue-data Jul 30, 2017 General Classification Image Segmentation
Code Code Available Image Segmentation using Sparse Subset Selection Apr 8, 2018 Image Segmentation Segmentation
Code Code Available Abstracted Gaussian Prototypes for One-Shot Concept Learning Aug 30, 2024 Image Segmentation One-Shot Learning
Code Code Available TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Mar 5, 2025 Attribute Data Augmentation
Code Code Available Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Aug 5, 2022 Image Segmentation Lesion Segmentation
Code Code Available PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI Sep 12, 2019 Diagnostic Image Reconstruction
Code Code Available An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Feb 10, 2024 Brain Tumor Segmentation Image Segmentation
Code Code Available Semi-supervised Medical Image Segmentation via Query Distribution Consistency Nov 21, 2023 Decoder Image Segmentation
Code Code Available Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Jun 8, 2016 3D Architecture Deep Learning
Code Code Available Adaptive Active Contour Model for Brain Tumor Segmentation Jul 22, 2022 Brain Tumor Segmentation Edge Detection
Code Code Available Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation Jul 30, 2019 Deep Learning Image Segmentation
Code Code Available BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering Oct 19, 2024 Clustering Image Segmentation
Code Code Available BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Jul 23, 2022 Image Segmentation Segmentation
Code Code Available Annotation-Efficient Task Guidance for Medical Segment Anything Dec 11, 2024 Computed Tomography (CT) Image Segmentation
Code Code Available Towards Better Certified Segmentation via Diffusion Models Jun 16, 2023 Autonomous Driving Image Segmentation
Code Code Available Deep Learning Architectures for Diagnosis of Diabetic Retinopathy Mar 31, 2023 Deep Learning Image Segmentation
Code Code Available Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View Jun 29, 2022 Image Segmentation Multi-Task Learning
Code Code Available VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification Feb 1, 2024 Image Segmentation Medical Image Segmentation
Code Code Available An Image Segmentation Model with Transformed Total Variation Jun 1, 2024 Image Segmentation model
Code Code Available An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation Sep 13, 2017 GPU Image Segmentation
Code Code Available Deep Learning and Its Applications to Machine Health Monitoring: A Survey Dec 16, 2016 Deep Learning Image Segmentation
Code Code Available Image Segmentation Using Hierarchical Merge Tree May 24, 2015 Image Segmentation Segmentation
Code Code Available DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation Jul 3, 2017 Brain Tumor Segmentation Image Segmentation
Code Code Available Deep Gaussian mixture model for unsupervised image segmentation Apr 18, 2024 Image Segmentation model
Code Code Available Deep Fourier Up-Sampling Oct 11, 2022 Image Dehazing Image Segmentation
Code Code Available A new dataset for measuring the performance of blood vessel segmentation methods under distribution shifts Jan 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Image Segmentation: Inducing graph-based learning Jan 7, 2025 Autonomous Driving Image Segmentation
Code Code Available DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data Oct 20, 2023 Computational Efficiency Deep Learning
Code Code Available SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAM Mar 12, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Image Segmentation by Iterative Inference from Conditional Score Estimation May 21, 2017 Denoising Image Segmentation
Code Code Available Deep Co-Training for Semi-Supervised Image Segmentation Mar 27, 2019 Diversity Image Segmentation
Code Code Available P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation May 30, 2024 Denoising Image Segmentation
Code Code Available Image-level Regression for Uncertainty-aware Retinal Image Segmentation May 27, 2024 Image Segmentation regression
Code Code Available Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation May 30, 2025 Domain Adaptation Image Segmentation
Code Code Available A New Perspective to Boost Performance Fairness for Medical Federated Learning Oct 12, 2024 Fairness Federated Learning
Code Code Available Image Clustering with Optimization Algorithms and Color Space Apr 18, 2018 Clustering Image Clustering
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