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Segmentation

Papers

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Showing 11351–11400 of 13072 papers

TitleStatusHype
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix AugmentationCode0
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei SegmentationCode0
Semi-supervised Medical Image Segmentation via Query Distribution ConsistencyCode0
Unsupervised domain adaptation in brain lesion segmentation with adversarial networksCode0
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-LearningCode0
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsCode0
Raising the ClaSS of Streaming Time Series SegmentationCode0
Rain Removal in Traffic Surveillance: Does it Matter?Code0
Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registrationCode0
VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and ReasoningCode0
Robust Image Segmentation Using Contour-Guided Color PalettesCode0
Robust and Efficient Subspace Segmentation via Least Squares RegressionCode0
Semi-Supervised Deep Learning for Fully Convolutional NetworksCode0
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial ImagesCode0
Towards Surgical Context Inference and Translation to GesturesCode0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher ModelCode0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
SemiCurv: Semi-Supervised Curvilinear Structure SegmentationCode0
Promptable cancer segmentation using minimal expert-curated dataCode0
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion ApproachCode0
Visual Boundary Knowledge Translation for Foreground SegmentationCode0
Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological SamplesCode0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Towards Universal Text-driven CT Image SegmentationCode0
Visual Context-Aware Person Fall DetectionCode0
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
Towards Unsupervised Open World Semantic SegmentationCode0
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT AnalysisCode0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object SegmentationCode0
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsCode0
Exploring Generalizable Distillation for Efficient Medical Image SegmentationCode0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and ClassificationCode0
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp SegmentationCode0
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context InferenceCode0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation with Zero-Shot MethodCode0
Semantic Video Segmentation : Exploring Inference EfficiencyCode0
Pose2Seg: Detection Free Human Instance SegmentationCode0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
Per-Pixel Feedback for improving Semantic SegmentationCode0
Portrait Segmentation Using Deep LearningCode0
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image StacksCode0
Permutohedral Attention Module for Efficient Non-Local Neural NetworksCode0
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical ImagingCode0
Semantic Validation in Structure from MotionCode0
Semantic Understanding of Scenes through the ADE20K DatasetCode0
Rethinking 3D LiDAR Point Cloud SegmentationCode0
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of NeuroanatomyCode0
RoadTracer: Automatic Extraction of Road Networks from Aerial ImagesCode0
Semantic Stereo for Incidental Satellite ImagesCode0
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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