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Segmentation

Papers

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Showing 4001–4050 of 13072 papers

TitleStatusHype
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation—0
Segment Anything for Dendrites from Electron MicroscopyCode0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation—0
A New Logic For Pediatric Brain Tumor SegmentationCode0
Guided Synthesis of Labeled Brain MRI Data Using Latent Diffusion Models for Segmentation of Enlarged Ventricles—0
Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging—0
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations—0
Detection and tracking of gas plumes in LWIR hyperspectral video sequence data—0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention—0
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation—0
Cross-modal semantic segmentation for indoor environmental perception using single-chip millimeter-wave radar raw data—0
Continuous and complete liver vessel segmentation with graph-attention guided diffusion—0
Image Synthesis with Class-Aware Semantic Diffusion Models for Surgical Scene Segmentation—0
Towards Population Scale Testis Volume Segmentation in DIXON MRI—0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
Compositional Segmentation of Cardiac Images Leveraging MetadataCode0
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI—0
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation—0
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation—0
Vascular Segmentation of Functional Ultrasound Images using Deep Learning—0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation—0
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel SegmentationCode0
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning—0
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models—0
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline constructionCode0
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation—0
Review of wavelet-based unsupervised texture segmentation, advantage of adaptive wavelets—0
SegLLM: Multi-round Reasoning Segmentation—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks—0
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization—0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation—0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation—0
PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation—0
Surgical Scene Segmentation by Transformer With Asymmetric Feature EnhancementCode0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
VideoSAM: A Large Vision Foundation Model for High-Speed Video SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
LIMIS: Towards Language-based Interactive Medical Image Segmentation—0
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing—0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations—0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment—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