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Segmentation

Papers

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Showing 11401–11450 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
Unsupervised Morphology Learning with Statistical ParadigmsCode0
Training Generative Adversarial Networks from Incomplete Observations using Factorised DiscriminatorsCode0
Semantic Projection Network for Zero- and Few-Label Semantic SegmentationCode0
Motion Segmentation for Neuromorphic Aerial SurveillanceCode0
Semantic Instance Segmentation with a Discriminative Loss FunctionCode0
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking ResultsCode0
VLTP: Vision-Language Guided Token Pruning for Task-Oriented SegmentationCode0
Quantum Patch-Based Autoencoder for Anomaly SegmentationCode0
Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast ObjectsCode0
Semantic Instance Segmentation via Deep Metric LearningCode0
Semantic Instance Labeling Leveraging Hierarchical SegmentationCode0
Semantic Correlation Promoted Shape-Variant Context for SegmentationCode0
Unsupervised Neural Word Segmentation for Chinese via Segmental Language ModelingCode0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
Voxel2Mesh: 3D Mesh Model Generation from Volumetric DataCode0
Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR ImagesCode0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
RITnet: Real-time Semantic Segmentation of the Eye for Gaze TrackingCode0
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and ClassificationCode0
Vocabulary-free Image Classification and Semantic SegmentationCode0
Transferable Attack for Semantic SegmentationCode0
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
Semantic Bottleneck Scene GenerationCode0
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective InferenceCode0
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
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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