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Segmentation

Papers

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Showing 3051–3100 of 13072 papers

TitleStatusHype
Unified Medical Image Segmentation with State Space Modeling Snake—0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
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
I^2R: Inter and Intra-image Refinement in Few Shot Segmentation—0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
PSAT: Pediatric Segmentation Approaches via Adult Augmentations and Transfer LearningCode0
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations—0
Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology SegmentationCode0
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World ModelsCode0
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
NOCTIS: Novel Object Cyclic Threshold based Instance SegmentationCode0
Autoadaptive Medical Segment Anything ModelCode0
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp SegmentationCode0
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays—0
GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models—0
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation—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
TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models—0
ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts—0
SAM4D: Segment Anything in Camera and LiDAR Streams—0
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation—0
Segment Anything in Pathology Images with Natural Language—0
HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation—0
TSDASeg: A Two-Stage Model with Direct Alignment for Interactive Point Cloud Segmentation—0
PanSt3R: Multi-view Consistent Panoptic Segmentation—0
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking—0
Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors—0
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image SegmentationCode0
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation—0
Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation—0
Systematic Review of Pituitary Gland and Pituitary Adenoma Automatic Segmentation Techniques in Magnetic Resonance Imaging—0
ReCoGNet: Recurrent Context-Guided Network for 3D MRI Prostate Segmentation—0
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert ConsensusCode0
PicoSAM2: Low-Latency Segmentation In-Sensor for Edge Vision Applications—0
Spatially-Aware Evaluation of Segmentation Uncertainty—0
Spatio-spectral diarization of meetings by combining TDOA-based segmentation and speaker embedding-based clusteringCode0
CF-Seg: Counterfactuals meet Segmentation—0
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification—0
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention—0
CLAIM: Clinically-Guided LGE Augmentation for Realistic and Diverse Myocardial Scar Synthesis and SegmentationCode0
VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and ReasoningCode0
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation—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