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Segmentation

Papers

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Showing 4051–4100 of 13072 papers

TitleStatusHype
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model—0
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment—0
AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation—0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation—0
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning—0
Automated Segmentation and Analysis of Cone Photoreceptors in Multimodal Adaptive Optics Imaging—0
Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer—0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes—0
Segmentation of Pediatric Brain Tumors using a Radiologically informed, Deep Learning Cascade—0
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation—0
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence—0
Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation—0
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation—0
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation—0
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation—0
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images—0
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data—0
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation—0
Evaluating Utility of Memory Efficient Medical Image Generation: A Study on Lung Nodule Segmentation—0
ERAS: Evaluating the Robustness of Chinese NLP Models to Morphological Garden Path Errors—0
Gradient Map-Assisted Head and Neck Tumor Segmentation: A Pre-RT to Mid-RT Approach in MRI-Guided RadiotherapyCode0
Order-aware Interactive Segmentation—0
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation—0
Configurable Embodied Data Generation for Class-Agnostic RGB-D Video Segmentation—0
Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation—0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation—0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
Preserving Cardiac Integrity: A Topology-Infused Approach to Whole Heart Segmentation—0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Two-Stage Approach for Brain MR Image Synthesis: 2D Image Synthesis and 3D Refinement—0
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation—0
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution—0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model—0
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model—0
SmoothSegNet: A Global-Local Framework for Liver Tumor Segmentation with Clinical KnowledgeInformed Label SmoothingCode0
Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling—0
Distribution-aware Noisy-label Crack SegmentationCode0
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation—0
VideoSAM: Open-World Video Segmentation—0
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical ImagesCode0
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images—0
A SAM based Tool for Semi-Automatic Food Annotation—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