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Segmentation

Papers

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Showing 11401–11425 of 13072 papers

TitleStatusHype
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
Road Segmentation Using CNN and Distributed LSTMCode0
Unsupervised Learning of Important Objects from First-Person VideosCode0
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image SegmentationCode0
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field RobotsCode0
Track to Reconstruct and Reconstruct to TrackCode0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
River Ice Segmentation with Deep LearningCode0
Semantic Segmentation with High Inference Speed in Off-Road EnvironmentsCode0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRFCode0
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain TumorsCode0
Performance evaluation of deep segmentation models for Contrails detectionCode0
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation MapsCode0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual EffectsCode0
Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural NetworkCode0
Semantic Segmentation using Adversarial NetworksCode0
Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brainCode0
Semantic Segmentation of Panoramic Images Using a Synthetic DatasetCode0
Training-Free Dataset Pruning for Instance SegmentationCode0
Semantic Segmentation for Urban-Scene ImagesCode0
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time CapabilityCode0
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot StudyCode0
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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