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Segmentation

Papers

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Showing 601–650 of 13072 papers

TitleStatusHype
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans—0
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model—0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
Event Segmentation Applications in Large Language Model Enabled Automated Recall Assessments—0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation—0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations—0
SpeHeatal: A Cluster-Enhanced Segmentation Method for Sperm Morphology AnalysisCode0
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour AwarenessCode1
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs—0
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort—0
Text-promptable Propagation for Referring Medical Image Sequence Segmentation—0
SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image—0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classificationCode1
SAMRI-2: A Memory-based Model for Cartilage and Meniscus Segmentation in 3D MRIs of the Knee Joint—0
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based EnhancementCode1
Dynamic-Computed Tomography Angiography for Cerebral Vessel Templates and Segmentation—0
Towards Patient-Specific Surgical Planning for Bicuspid Aortic Valve Repair: Fully Automated Segmentation of the Aortic Valve in 4D CT—0
Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition AnalysisCode1
Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions—0
Utilizing Pre-trained and Large Language Models for 10-K Items Segmentation—0
DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images—0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Pixel-Level Reasoning Segmentation via Multi-turn ConversationsCode0
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationCode1
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
SASVi - Segment Any Surgical VideoCode1
Towards Fine-grained Interactive Segmentation in Images and Videos—0
Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images—0
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation—0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training—0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
Wandering around: A bioinspired approach to visual attention through object motion sensitivityCode0
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Universal Vessel Segmentation for Multi-Modality Retinal Images—0
Conditional diffusion model with spatial attention and latent embedding for medical image segmentationCode1
Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images—0
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images—0
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation—0
On Memory Construction and Retrieval for Personalized Conversational Agents—0
Segmentation-free integration of nuclei morphology and spatial transcriptomics for retinal imagesCode0
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation—0
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 ChallengeCode1
FE-UNet: Frequency Domain Enhanced U-Net with Segment Anything Capability for Versatile Image 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