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Segmentation

Papers

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Showing 8151–8200 of 13072 papers

TitleStatusHype
Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout—0
Multipath CNN with alpha matte inference for knee tissue segmentation from MRI—0
Adaptive Generalization for Semantic Segmentation—0
Model-Based Robust Adaptive Semantic Segmentation—0
SegTime: Precise Time Series Segmentation without Sliding Window—0
Should we Replace CNNs with Transformers for Medical Images?—0
A Compositional Approach to Occlusion in Panoptic Segmentation—0
Utilizing Attention, Linked Blocks, And Pyramid Pooling To Propel Brain Tumor Segmentation In 3DCode0
Improving and Assessing Anomaly Detectors for Large-Scale Settings—0
Contrastive Video-Language Segmentation—0
Unsupervised Domain Adaptation Via Pseudo-labels And Objectness Constraints—0
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images—0
Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training—0
Resolving label uncertainty with implicit generative models—0
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation—0
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency—0
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation—0
ECG Beat Representation and Delineation by means of Variable Projection—0
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images—0
Structure-aware scale-adaptive networks for cancer segmentation in whole-slide imagesCode0
Using Soft Labels to Model Uncertainty in Medical Image Segmentation—0
A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images—0
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos—0
Contrastive Learning for Mitochondria Segmentation—0
Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation—0
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds—0
Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation—0
Joint Optical Neuroimaging Denoising with Semantic Tasks—0
The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images—0
NudgeSeg: Zero-Shot Object Segmentation by Repeated Physical Interaction—0
On the Difficulty of Segmenting Words with Attention—0
Survey on Semantic Stereo Matching / Semantic Depth Estimation—0
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective DetectionCode0
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium SegmentationCode0
Automatic 3D Ultrasound Segmentation of Uterus Using Deep Learning—0
Improved AI-based segmentation of apical and basal slices from clinical cine CMR—0
Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality—0
RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation—0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
Segmentation of Brain MRI using an Altruistic Harris Hawks' Optimization algorithmCode0
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain DataCode0
Modeling Multi-granularity Segmentation for Rare Words in Neural Machine Translation—0
Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net—0
RibSeg Dataset and Strong Point Cloud Baselines for Rib Segmentation from CT ScansCode0
Transformer-Unet: Raw Image Processing with Unet—0
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image SegmentationCode0
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images—0
Context-aware Padding for Semantic Segmentation—0
Neural Architecture Search in operational context: a remote sensing case-study—0
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images—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