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Segmentation

Papers

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Showing 4351–4400 of 13072 papers

TitleStatusHype
Novel deep learning methods for 3D flow field segmentation and classification—0
An Empirical Study on the Robustness of the Segment Anything Model (SAM)—0
Direct Estimation of Pupil Parameters Using Deep Learning for Visible Light Pupillometry—0
Self-Supervised Instance Segmentation by Grasping—0
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networksCode1
Radious: Unveiling the Enigma of Dental Radiology with BEIT Adaptor and Mask2Former in Semantic Segmentation—0
Multiclass MRI Brain Tumor Segmentation using 3D Attention-based U-Net—0
Uncertainty-Aware Semi-Supervised Learning for Prostate MRI Zonal SegmentationCode0
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentationCode1
Duke Spleen Data Set: A Publicly Available Spleen MRI and CT dataset for Training Segmentation—0
Dual flow fusion model for concrete surface crack segmentation—0
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
Effects of sub-word segmentation on performance of transformer language models—0
Trustworthy Multi-phase Liver Tumor Segmentation via Evidence-based Uncertainty—0
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching—0
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images—0
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance SegmentationCode1
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image SegmentationCode1
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network—0
Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting—0
Annotation-efficient learning for OCT segmentationCode1
LSSED: A Robust Segmentation Network for Inflamed Appendix from CT ImagesCode0
Domain-agnostic segmentation of thalamic nuclei from joint structural and diffusion MRI—0
BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks—0
Semantic Segmentation using Vision Transformers: A survey—0
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural NetworkCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
Impact of Image Compression on In Vitro Cell Migration Analysis—0
Personalize Segment Anything Model with One ShotCode3
Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification—0
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features—0
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation—0
Point2Tree(P2T) -- framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest—0
Point Transformer For Coronary Artery Labeling—0
HAISTA-NET: Human Assisted Instance Segmentation Through Attention—0
SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything ModelCode2
Distributional Instance Segmentation: Modeling Uncertainty and High Confidence Predictions with Latent-MaskRCNN—0
AV-SAM: Segment Anything Model Meets Audio-Visual Localization and Segmentation—0
Revisiting the Encoding of Satellite Image Time SeriesCode1
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Code1
Semi-Supervised Segmentation of Functional Tissue Units at the Cellular LevelCode1
CLUSTSEG: Clustering for Universal SegmentationCode1
InconSeg: Residual-Guided Fusion With Inconsistent Multi-Modal Data for Negative and Positive Road Obstacles SegmentationCode1
RT-K-Net: Revisiting K-Net for Real-Time Panoptic SegmentationCode1
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation—0
Expectation Maximization Pseudo LabelsCode1
MASNet: A Robust Deep Marine Animal Segmentation NetworkCode0
Flexible Fusion Network for Multi-modal Brain Tumor Segmentation—0
MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance SegmentationCode1
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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