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Segmentation

Papers

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Showing 3926–3950 of 13072 papers

TitleStatusHype
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions—0
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018—0
DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary—0
DRINet++: Efficient Voxel-as-point Point Cloud Segmentation—0
Drishti-GS: Retinal image dataset for optic nerve head(ONH) segmentation—0
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification—0
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images—0
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation—0
Binary Tree based Chinese Word Segmentation—0
Deep Learning (DL)-based Automatic Segmentation of the Internal Pudendal Artery (IPA) for Reduction of Erectile Dysfunction in Definitive Radiotherapy of Localized Prostate Cancer—0
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis—0
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy—0
Biologically-Constrained Graphs for Global Connectomics Reconstruction—0
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing—0
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation—0
Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI—0
Active Contour Models for Manifold Valued Image Segmentation—0
DSNet: a simple yet efficient network with dual-stream attention for lesion segmentation—0
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images—0
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision—0
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—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