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Segmentation

Papers

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Showing 4151–4200 of 13072 papers

TitleStatusHype
Global-Local Medical SAM Adaptor Based on Full Adaption—0
Amodal Instance Segmentation with Diffusion Shape Prior Estimation—0
Self-supervised Pretraining for Cardiovascular Magnetic Resonance Cine SegmentationCode0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control—0
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis—0
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular MorphologiesCode0
Semantics-Controlled Gaussian Splatting for Outdoor Scene Reconstruction and Rendering in Virtual Reality—0
Investigating Gender Bias in Lymph-node Segmentation with Anatomical Priors—0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Multi-Model Ensemble Approach for Accurate Bi-Atrial Segmentation in LGE-MRI of Atrial Fibrillation Patients—0
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction—0
Adapting Segment Anything Model for Unseen Object Instance Segmentation—0
Towards Ground-truth-free Evaluation of Any Segmentation in Medical ImagesCode0
ZeroSCD: Zero-Shot Street Scene Change Detection—0
Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging—0
Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge—0
Masks and Boxes: Combining the Best of Both Worlds for Multi-Object Tracking—0
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise—0
Foundation Models for Amodal Video Instance Segmentation in Automated DrivingCode0
Deep Generative Adversarial Network for Occlusion Removal from a Single Image—0
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET ImagingCode0
Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task LearningCode0
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism—0
MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
AutoPETIII: The Tracer Frontier. What Frontier?—0
AutoPET III Challenge: Tumor Lesion Segmentation using ResEnc-Model Ensemble—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
Deep Probability Segmentation: Are segmentation models probability estimators?—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
Deep vessel segmentation with joint multi-prior encoding—0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
MitoSeg: Mitochondria Segmentation ToolCode0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
Two Stage Segmentation of Cervical Tumors using PocketNet—0
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints—0
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images—0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT ImagesCode0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed Data—0
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation ModelsCode0
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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