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Segmentation

Papers

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Showing 4626–4650 of 13072 papers

TitleStatusHype
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband ItemsCode0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell SegmentationCode0
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
Exploiting Temporality for Semi-Supervised Video SegmentationCode0
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain AdaptationCode0
Inferring the Class Conditional Response Map for Weakly Supervised Semantic SegmentationCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion EnhancementCode0
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
A Benchmark Dataset and Evaluation Methodology for Video Object SegmentationCode0
Indirect Local Attacks for Context-aware Semantic Segmentation NetworksCode0
Interpretable Deep Learning-Based Forensic Iris Segmentation and RecognitionCode0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to AutoencodersCode0
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentationCode0
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRICode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Improving Speech Translation Accuracy and Time Efficiency with Fine-tuned wav2vec 2.0-based Speech SegmentationCode0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
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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