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Segmentation

Papers

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Showing 12401–12450 of 13072 papers

TitleStatusHype
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
Differentially private federated deep learning for multi-site medical image segmentationCode0
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA ProjectCode0
Differentiable Segmentation of SequencesCode0
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery VideosCode0
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway SegmentationCode0
Modular Sensor Fusion for Semantic SegmentationCode0
Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation SupervisionCode0
Character-based Thai Word Segmentation with Multiple AttentionsCode0
DFANet: Deep Feature Aggregation for Real-Time Semantic SegmentationCode0
Modular StoryGAN with Background and Theme Awareness for Story VisualizationCode0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRFCode0
Human Segmentation with Dynamic LiDAR DataCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
A smartphone application to detection and classification of coffee leaf miner and coffee leaf rustCode0
Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labelsCode0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
Multi-Task Learning for Left Atrial Segmentation on GE-MRICode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRICode0
A Benchmark Dataset and Evaluation Methodology for Video Object SegmentationCode0
Less is Better: A cognitively inspired unsupervised model for language segmentationCode0
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
CGNet: A Light-weight Context Guided Network for Semantic SegmentationCode0
Hybrid-Fusion Transformer for Multisequence MRICode0
Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep LearningCode0
Detection and Localization of Drosophila Egg Chambers in Microscopy Images.Code0
CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart SegmentationCode0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
Multi-Task Learning for Screen Content Image CodingCode0
CFCM: Segmentation via Coarse to Fine Context MemoryCode0
Detection-aided liver lesion segmentation using deep learningCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingCode0
Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation MasksCode0
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural NetworksCode0
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention UnderstandingCode0
DepthComp: real-time depth image completion based on prior semantic scene segmentationCode0
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
Let Me DeCode You: Decoder Conditioning with Tabular DataCode0
Certification of Deep Learning Models for Medical Image SegmentationCode0
Depth-aware CNN for RGB-D SegmentationCode0
Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slidesCode0
Depth Adaptive Deep Neural Network for Semantic 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