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Segmentation

Papers

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Showing 776–800 of 13072 papers

TitleStatusHype
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks—0
A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI DataCode0
Rethinking domain generalization in medical image segmentation: One image as one domain—0
Test-Time Optimization for Domain Adaptive Open Vocabulary SegmentationCode0
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data—0
Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein—0
Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images—0
Image Segmentation: Inducing graph-based learningCode0
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish—0
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and VideosCode5
Salient Region Matching for Fully Automated MR-TRUS RegistrationCode0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
LM-Net: A Light-weight and Multi-scale Network for Medical Image SegmentationCode1
Unsupervised Speech Segmentation: A General Approach Using Speech Language ModelsCode1
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification—0
The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge—0
Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans—0
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic SegmentationCode0
A Novel Vision Transformer for Camera-LiDAR Fusion based Traffic Object Segmentation—0
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis—0
KM-UNet KAN Mamba UNet for medical image segmentationCode1
Framework for lung CT image segmentation based on UNet++—0
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation—0
Unsupervised Class Generation to Expand Semantic Segmentation Datasets—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