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Segmentation

Papers

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Showing 8151–8200 of 13072 papers

TitleStatusHype
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics—0
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images—0
Unsupervised Word Segmentation with Bi-directional Neural Language ModelCode0
Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation—0
Robust 3D U-Net Segmentation of Macular Holes—0
Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive LearningCode1
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud SegmentationCode1
Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning—0
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models—0
SUM: A Benchmark Dataset of Semantic Urban MeshesCode1
Automatic evaluation of human oocyte developmental potential from microscopy images—0
Exposing Semantic Segmentation Failures via Maximum Discrepancy CompetitionCode1
A Novel Adaptive Deep Network for Building Footprint SegmentationCode0
Recursive Training for Zero-Shot Semantic Segmentation—0
MixSearch: Searching for Domain Generalized Medical Image Segmentation ArchitecturesCode1
Convolution-Free Medical Image Segmentation using Transformers—0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation—0
Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing—0
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations—0
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationCode1
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation—0
Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and ChineseCode1
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-CaseCode1
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting—0
4D Panoptic LiDAR SegmentationCode1
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models—0
STEP: Segmenting and Tracking Every Pixel—0
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic SegmentationCode0
Direct Estimation of Appearance Models for Segmentation—0
Post-hoc Overall Survival Time Prediction from Brain MRICode0
Contour Loss for Instance Segmentation via k-step Distance Transformation Image—0
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing ImagesCode1
SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences—0
Medical Transformer: Gated Axial-Attention for Medical Image SegmentationCode1
Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations—0
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches—0
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray SegmentationCode1
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images—0
Analyzing Overfitting under Class Imbalance in Neural Networks for Image SegmentationCode1
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT ImagesCode1
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks—0
A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution—0
Segmentation Algorithms for Ground-Based Infrared Cloud ImagesCode0
Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio BroadcastCode1
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace—0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
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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