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Segmentation

Papers

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Showing 5801–5850 of 13072 papers

TitleStatusHype
Shape-Margin Knowledge Augmented Network for Thyroid Nodule Segmentation and Diagnosis—0
SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction—0
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation—0
Multilayer Multiset Neuronal Networks -- MMNNs—0
Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation—0
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample AssessmentCode0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency TransferCode0
VesselShot: Few-shot learning for cerebral blood vessel segmentation—0
LAC: Latent Action Composition for Skeleton-based Action Segmentation—0
Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation—0
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars—0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
ReFuSeg: Regularized Multi-Modal Fusion for Precise Brain Tumour Segmentation—0
Semi-Supervised Semantic Segmentation via Marginal Contextual InformationCode0
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation—0
Self-supervised Scene Text Segmentation with Object-centric Layered Representations Augmented by Text Regions—0
Deep learning-based interactive segmentation in remote sensingCode0
Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets—0
An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation—0
Boosting Semantic Segmentation from the Perspective of Explicit Class EmbeddingsCode0
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context InferenceCode0
Panoptic-Depth Color Map for Combination of Depth and Image Segmentation—0
IP-UNet: Intensity Projection UNet Architecture for 3D Medical Volume Segmentation—0
PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning—0
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation—0
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation—0
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications—0
Tumor-Centered Patching for Enhanced Medical Image Segmentation—0
Anisotropic Hybrid Networks for liver tumor segmentation with uncertainty quantification—0
Dynamic Open Vocabulary Enhanced Safe-landing with Intelligence (DOVESEI)Code0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology—0
LCCo: Lending CLIP to Co-Segmentation—0
Segment Anything for Microscopy—0
Affordance segmentation of hand-occluded containers from exocentric imagesCode0
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding—0
MEGA: Multimodal Alignment Aggregation and Distillation For Cinematic Video Segmentation—0
Semantic RGB-D Image Synthesis—0
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage—0
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images—0
Test-time augmentation-based active learning and self-training for label-efficient segmentationCode0
BundleSeg: A versatile, reliable and reproducible approach to white matter bundle segmentation—0
Enhancing Medical Image Segmentation: Optimizing Cross-Entropy Weights and Post-Processing with Autoencoders—0
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc—0
BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge—0
TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—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