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Segmentation

Papers

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Showing 4351–4375 of 13072 papers

TitleStatusHype
Novel deep learning methods for 3D flow field segmentation and classification—0
An Empirical Study on the Robustness of the Segment Anything Model (SAM)—0
Direct Estimation of Pupil Parameters Using Deep Learning for Visible Light Pupillometry—0
Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal SegmentationCode0
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networksCode1
Self-Supervised Instance Segmentation by Grasping—0
Multiclass MRI Brain Tumor Segmentation using 3D Attention-based U-Net—0
Radious: Unveiling the Enigma of Dental Radiology with BEIT Adaptor and Mask2Former in Semantic Segmentation—0
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentationCode1
Duke Spleen Data Set: A Publicly Available Spleen MRI and CT dataset for Training Segmentation—0
Dual flow fusion model for concrete surface crack segmentation—0
Trustworthy Multi-phase Liver Tumor Segmentation via Evidence-based Uncertainty—0
Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching—0
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
Effects of sub-word segmentation on performance of transformer language models—0
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance SegmentationCode1
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images—0
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image SegmentationCode1
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network—0
Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting—0
Annotation-efficient learning for OCT segmentationCode1
LSSED: A Robust Segmentation Network for Inflamed Appendix from CT ImagesCode0
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI—0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks—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