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Segmentation

Papers

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Showing 4051–4075 of 13072 papers

TitleStatusHype
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation—0
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment—0
Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation—0
Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer—0
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging—0
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning—0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes—0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images—0
Segmentation of Pediatric Brain Tumors using a Radiologically informed, Deep Learning Cascade—0
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation—0
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation—0
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation—0
Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation—0
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation—0
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence—0
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation—0
ERAS: Evaluating the Robustness of Chinese NLP Models to Morphological Garden Path Errors—0
Order-aware Interactive Segmentation—0
Risk Assessment for Autonomous Landing in Urban Environments using Semantic 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