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Segmentation

Papers

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Showing 6651–6700 of 13072 papers

TitleStatusHype
Global-Reasoned Multi-Task Learning Model for Surgical Scene UnderstandingCode1
Carotid artery wall segmentation in ultrasound image sequences using a deep convolutional neural networkCode1
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers—0
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs—0
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
Class-Aware Adversarial Transformers for Medical Image Segmentation—0
Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound ImagesCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion—0
Dense Pixel-Labeling for Reverse-Transfer and Diagnostic Learning on Lung Ultrasound for COVID-19 and Pneumonia Detection—0
RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals—0
Improving segmentation of calcified and non-calcified plaques on CCTA-CPR scans via masking of the artery wall—0
Learning Semantics for Visual Place Recognition through Multi-Scale AttentionCode1
Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation mapsCode0
Pulmonary Fissure Segmentation in CT Images Based on ODoS Filter and Shape Features—0
MISeval: a Metric Library for Medical Image Segmentation EvaluationCode1
Chinese Word Segmentation with Heterogeneous Graph Neural Network—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
Improving Across-Dataset Brain Tissue Segmentation Using TransformerCode1
Contrastive and Selective Hidden Embeddings for Medical Image SegmentationCode0
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentationCode1
Classroom Slide Narration System—0
Statistical word segmentation in spontaneous child-directed speech of Korean—0
FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face ExtractionCode1
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study—0
Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing ImageryCode1
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods—0
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation—0
HashSet -- A Dataset For Hashtag SegmentationCode1
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials—0
Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures—0
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation—0
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?Code0
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space—0
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images—0
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning—0
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors—0
A Masked Segmental Language Model for Unsupervised Natural Language Segmentation—0
Contrastive Pretraining for Echocardiography Segmentation with Limited DataCode1
Towards holistic scene understanding: Semantic segmentation and beyond—0
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data—0
ViTBIS: Vision Transformer for Biomedical Image Segmentation—0
Prototype Guided Network for Anomaly Segmentation—0
Disentanglement enables cross-domain Hippocampus Segmentation—0
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance ImagesCode1
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning—0
Self-semantic contour adaptation for cross modality brain tumor segmentation—0
Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency LearningCode1
CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation—0
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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