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Segmentation

Papers

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Showing 6801–6850 of 13072 papers

TitleStatusHype
A New Image Codec Paradigm for Human and Machine Uses—0
3D Instance Segmentation of MVS Buildings—0
Cross-Domain Federated Learning in Medical Imaging—0
Image Segmentation Using Text and Image PromptsCode1
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-raysCode0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling—0
Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts—0
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation—0
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network—0
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
Quality monitoring of federated Covid-19 lesion segmentation—0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning—0
Multi-task UNet architecture for end-to-end autonomous driving—0
Search for temporal cell segmentation robustness in phase-contrast microscopy videosCode1
RA V-Net: Deep learning network for automated liver segmentation—0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
Decoupling Zero-Shot Semantic SegmentationCode1
Autoencoder-based background reconstruction and foreground segmentation with background noise estimationCode1
M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search—0
Structure-Aware Image Segmentation with Homotopy Warping—0
Self-Ensembling GAN for Cross-Domain Semantic SegmentationCode0
Training a deep learning model for single-cell segmentation without manual annotationCode1
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset—0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation—0
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic SegmentationCode1
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopyCode0
Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRICode1
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic SurgeryCode0
PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM ConnectomicsCode1
Optimizing Edge Detection for Image Segmentation with Multicut Penalties—0
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer—0
Implicit Feature Refinement for Instance SegmentationCode1
Fast Point TransformerCode1
Extending nn-UNet for brain tumor segmentationCode1
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation—0
Exploring Event-driven Dynamic Context for Accident Scene SegmentationCode1
A Unified Architecture of Semantic Segmentation and Hierarchical Generative Adversarial Networks for Expression Manipulation—0
Fully Attentional Network for Semantic SegmentationCode1
Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views—0
Deep Level Set for Box-supervised Instance Segmentation in Aerial ImagesCode0
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial ImagesCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows—0
Automated volumetric and statistical shape assessment of cam-type morphology of the femoral head-neck region from 3D magnetic resonance images—0
Zero-shot hashtag segmentation for multilingual sentiment analysisCode1
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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