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Segmentation

Papers

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Showing 3051–3075 of 13072 papers

TitleStatusHype
Unified Medical Image Segmentation with State Space Modeling Snake—0
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational FusionCode0
FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention NetworksCode0
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks—0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation—0
An Efficient Approach for Muscle Segmentation and 3D Reconstruction Using Keypoint Tracking in MRI Scan—0
MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation—0
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation—0
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations—0
PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer LearningCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
I^2R: Inter and Intra-image Refinement in Few Shot Segmentation—0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology SegmentationCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
ViRefSAM: Visual Reference-Guided Segment Anything Model for Remote Sensing Segmentation—0
Autoadaptive Medical Segment Anything ModelCode0
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp SegmentationCode0
NOCTIS: Novel Object Cyclic Threshold based Instance SegmentationCode0
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays—0
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation—0
GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models—0
DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation—0
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval—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