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Segmentation

Papers

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Showing 12501–12550 of 13072 papers

TitleStatusHype
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium SegmentationCode0
Dense and Low-Rank Gaussian CRFs Using Deep EmbeddingsCode0
Leveraging Self-supervised Denoising for Image SegmentationCode0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
A segmentation method of airway from chest CT image based on Vgg-Unet neural networkCode0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
Morphology Matters: A Multilingual Language Modeling AnalysisCode0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular MorphologiesCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision TasksCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
CellPilotCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
MortonNet: Self-Supervised Learning of Local Features in 3D Point CloudsCode0
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Lexically Grounded Subword SegmentationCode0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEsCode0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical ImageCode0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
A Segmentation Matrix Method for Chinese Segmentation Ambiguity AnalysisCode0
Image Segmentation: Inducing graph-based learningCode0
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
Deep Watershed Transform for Instance SegmentationCode0
CATS v2: Hybrid encoders for robust medical segmentationCode0
Implicit Background Estimation for Semantic SegmentationCode0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
A Secure and Disambiguating Approach for Generative Linguistic SteganographyCode0
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
Deep Vessel Segmentation By Learning Graphical ConnectivityCode0
Category Guided Attention Network for Brain Tumor Segmentation in MRICode0
Image Segmentation Using Hierarchical Merge TreeCode0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
LiDAR guided Small obstacle SegmentationCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
Image Segmentation using Sparse Subset SelectionCode0
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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