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Segmentation

Papers

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Showing 501–550 of 13072 papers

TitleStatusHype
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net—0
3D Medical Imaging Segmentation on Non-Contrast CT—0
QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter—0
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing—0
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation—0
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts—0
Customized SAM 2 for Referring Remote Sensing Image Segmentation—0
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation—0
AI-Driven Automated Tool for Abdominal CT Body Composition Analysis in Gastrointestinal Cancer ManagementCode0
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma—0
Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation—0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma ScreeningCode0
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive ReinforcementCode4
Towards Universal Text-driven CT Image SegmentationCode0
Dynamically evolving segment anything model with continuous learning for medical image segmentation—0
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction—0
Segment Anything, Even Occluded—0
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-PriorCode1
A Label-Free High-Precision Residual Moveout Picking Method for Travel Time Tomography based on Deep Learning—0
GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains—0
Enhanced Pediatric Dental Segmentation Using a Custom SegUNet with VGG19 Backbone on Panoramic Radiographs—0
End-to-End Action Segmentation Transformer—0
Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical SpondylosisCode0
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation—0
Conformal Prediction for Image Segmentation Using Morphological Prediction SetsCode0
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor SegmentationCode0
We Care Each Pixel: Calibrating on Medical Segmentation ModelCode0
L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation—0
Joint 3D Point Cloud Segmentation using Real-Sim Loop: From Panels to Trees and Branches—0
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation—0
Adaptive Subarray Segmentation: A New Paradigm of Spatial Non-Stationary Near-Field Channel Estimation for XL-MIMO Systems—0
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI DataCode1
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images—0
Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion ModelCode1
Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching—0
Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning—0
Automatic Drywall Analysis for Progress Tracking and Quality Control in Construction—0
Interactive Segmentation and Report Generation for CT Images—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion SegmentationCode0
Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks—0
Top-K Maximum Intensity Projection Priors for 3D Liver Vessel Segmentation—0
Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object SegmentationCode2
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art—0
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New DatasetCode1
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning—0
Federated nnU-Net for Privacy-Preserving Medical Image SegmentationCode1
Label-Efficient LiDAR Panoptic 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