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Segmentation

Papers

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Showing 7201–7250 of 13072 papers

TitleStatusHype
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
Lung nodules segmentation from CT with DeepHealth toolkit—0
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images—0
CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud LearningCode0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation—0
Temporal extrapolation of heart wall segmentation in cardiac magnetic resonance images via pixel trackingCode0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Benchmarking Azerbaijani Neural Machine Translation—0
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach—0
Dataset and Evaluation algorithm design for GOALS Challenge—0
Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor—0
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images—0
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder—0
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation—0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation—0
Using Graph Neural Networks for Program Termination—0
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network—0
Leveraging GAN Priors for Few-Shot Part SegmentationCode0
Object-ABN: Learning to Generate Sharp Attention Maps for Action Recognition—0
Two-Stream UNET Networks for Semantic Segmentation in Medical Images—0
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image SegmentationCode0
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors—0
Learning-Based Keypoint Registration for Fetoscopic Mosaicking—0
Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation—0
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation—0
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time CapabilityCode0
Exploring Generalizable Distillation for Efficient Medical Image SegmentationCode0
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation—0
ConvUNeXt: An efficient convolution neural network for medical image segmentationCode0
Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images—0
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training—0
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes—0
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Adaptive Active Contour Model for Brain Tumor SegmentationCode0
Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness—0
Latent Space Unsupervised Semantic Segmentation—0
Deep Statistic Shape Model for Myocardium Segmentation—0
COBRA: Cpu-Only aBdominal oRgan segmentAtion—0
Region Aware Video Object Segmentation with Deep Motion Modeling—0
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation—0
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion ImagingCode0
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations—0
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation—0
Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach—0
Large-Kernel Attention for 3D Medical Image Segmentation—0
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image—0
Segmentation of 3D Dental Images Using Deep Learning—0
Global and Local Features through Gaussian Mixture Models on Image Semantic SegmentationCode0
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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