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Segmentation

Papers

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Showing 12151–12200 of 13072 papers

TitleStatusHype
Learning of Image Dehazing Models for Segmentation TasksCode0
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective DetectionCode0
Multi-source Domain Adaptation for Panoramic Semantic SegmentationCode0
Anatomy-guided Pathology SegmentationCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided RadiotherapyCode0
Learning Panoptic Segmentation from Instance ContoursCode0
Dual Long Short-Term Memory Networks for Sub-Character Representation LearningCode0
OpenSD: Unified Open-Vocabulary Segmentation and DetectionCode0
Comparative Analysis of Methods for Cloud Segmentation in Ground-Based Infrared ImagesCode0
Combo Loss: Handling Input and Output Imbalance in Multi-Organ SegmentationCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future TrendsCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleedsCode0
Actor-Critic Instance SegmentationCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood VesselsCode0
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image SegmentationCode0
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationCode0
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase SegmentationCode0
Hand Segmentation for Hand-Object Interaction from Depth mapCode0
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsCode0
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image RegistrationCode0
PanSAM: Zero-Shot, Prompt-Free Pancreas Segmentation in CT ImagingCode0
Learning self-calibrated optic disc and cup segmentation from multi-rater annotationsCode0
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III ChallengeCode0
Dual Attention Network for Scene SegmentationCode0
Hard Pixel Mining for Depth Privileged Semantic SegmentationCode0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
DTU-Net: Learning Topological Similarity for Curvilinear Structure SegmentationCode0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
Co-Generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled DataCode0
A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor SegmentationCode0
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection SegmentationCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisCode0
CO2Wounds-V2: Extended Chronic Wounds Dataset From Leprosy PatientsCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image 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