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Segmentation

Papers

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Showing 11401–11450 of 13072 papers

TitleStatusHype
Prostate Segmentation using 2D Bridged U-net—0
Sem-GAN: Semantically-Consistent Image-to-Image TranslationCode1
Deep semi-supervised segmentation with weight-averaged consistency targets—0
Learning to Segment Medical Images with Scribble-Supervision Alone—0
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning—0
Neural Chinese Word Segmentation with Dictionary Knowledge—0
Data-Driven Segmentation of Post-mortem Iris Images—0
Lesion Analysis and Diagnosis with Mask-RCNN—0
Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio—0
Universal Word Segmentation: Implementation and InterpretationCode0
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma—0
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy ImagesCode0
One-shot Texture SegmentationCode0
Deep Sequential Segmentation of Organs in Volumetric Medical Scans—0
A Fully Convolutional Two-Stream Fusion Network for Interactive Image SegmentationCode0
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to AutoencodersCode0
Beef Cattle Instance Segmentation Using Fully Convolutional Neural Network—0
Automatic deep learning-based normalization of breast dynamic contrast-enhanced magnetic resonance images—0
Semantic Instance Meets Salient Object: Study on Video Semantic Salient Instance Segmentation—0
A Dataset for Lane Instance Segmentation in Urban Environments—0
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST—0
Semantic Segmentation with Scarce Data—0
Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks—0
Leveraging Uncertainty Estimates for Predicting Segmentation Quality—0
A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System—0
Quantity beats quality for semantic segmentation of corrosion in images—0
Fractional Wavelet Scattering Network and Applications—0
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling—0
Accurate and efficient video de-fencing using convolutional neural networks and temporal informationCode0
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation—0
DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images—0
Hierarchical Deep Co-segmentation of Primary Objects in Aerial Videos—0
Disparity Image Segmentation For ADAS—0
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationCode0
A Hybrid Framework for Tumor Saliency Estimation—0
Multi-Task Deep Convolutional Neural Network for the Segmentation of Type B Aortic Dissection—0
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN—0
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation—0
Dilated Temporal Fully-Convolutional Network for Semantic Segmentation of Motion Capture Data—0
Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses—0
Considerations for a PAP Smear Image Analysis System with CNN Features—0
Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identificationCode0
Keypoint Transfer for Fast Whole-Body Segmentation—0
Efficient Semantic Segmentation using Gradual Grouping—0
A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology—0
Point cloud segmentation using hierarchical tree for architectural models—0
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions—0
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation—0
Learning Instance Segmentation by InteractionCode0
Deep Reinforcement Learning for Surgical Gesture Segmentation and ClassificationCode0
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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