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Segmentation

Papers

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Showing 11901–11950 of 13072 papers

TitleStatusHype
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing DataCode0
Contrastive and Selective Hidden Embeddings for Medical Image SegmentationCode0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding BoxesCode0
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic SegmentationCode0
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal DependencyCode0
A Unified Mammogram Analysis Method via Hybrid Deep SupervisionCode0
LATTE: Lattice ATTentive Encoding for Character-based Word SegmentationCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM ApproachCode0
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral LatticesCode0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
Adaptive Affinity Fields for Semantic SegmentationCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Layered Embeddings for Amodal Instance SegmentationCode0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Adaptive Active Contour Model for Brain Tumor SegmentationCode0
Enhancement Mask for Hippocampus Detection and SegmentationCode0
Multi-Scale Context Aggregation by Dilated ConvolutionsCode0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningCode0
Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNsCode0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRICode0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image SegmentationCode0
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray FluoroscopyCode0
A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI DataCode0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
On the Robustness of Semantic Segmentation Models to Adversarial AttacksCode0
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionCode0
Continuous Dice Coefficient: a Method for Evaluating Probabilistic SegmentationsCode0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
An Automatic Cardiac Segmentation Framework based on Multi-sequence MR ImageCode0
LORCK: Learnable Object-Resembling Convolution KernelsCode0
Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing ImageryCode0
Continual Unsupervised Domain Adaptation for Semantic SegmentationCode0
Enforcing temporal consistency in Deep Learning segmentation of brain MR imagesCode0
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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