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Segmentation

Papers

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Showing 4401–4425 of 13072 papers

TitleStatusHype
Polyp segmentation in colonoscopy images using DeepLabV3++—0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation—0
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention—0
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework—0
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model—0
Image Segmentation via Divisive Normalization: dealing with environmental diversity—0
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal ImagingCode0
Guided Latent Slot Diffusion for Object-Centric Learning—0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation—0
Deep Spherical SuperpixelsCode0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation—0
Navigating Uncertainty in Medical Image Segmentation—0
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving—0
Deep Learning for Pancreas Segmentation: a Systematic Review—0
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision—0
Aggregated Attributions for Explanatory Analysis of 3D Segmentation ModelsCode0
X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray ImagesCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
Subthalamic Nucleus segmentation in high-field Magnetic Resonance data. Is space normalization by template co-registration necessary?—0
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified