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Segmentation

Papers

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Showing 4751–4800 of 13072 papers

TitleStatusHype
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
Exploring Cycle Consistency Learning in Interactive Volume SegmentationCode1
Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation—0
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN ImagesCode0
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass SegmentationCode1
Explainable Semantic Medical Image Segmentation with Style—0
Estimating friction coefficient using generative modelling—0
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions—0
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering—0
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing ModalitiesCode1
Segmentation method for cerebral blood vessels from MRA using hysteresisCode0
Retinal Image Segmentation with Small Datasets—0
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision—0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI—0
Rethinking Range View Representation for LiDAR Segmentation—0
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud SegmentationCode1
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection—0
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes—0
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion ModelsCode2
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods—0
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design—0
Structure-aware registration network for liver DCE-CT images—0
FCN+: Global Receptive Convolution Makes FCN Great Again—0
FUSQA: Fetal Ultrasound Segmentation Quality Assessment—0
Camera-Radar Perception for Autonomous Vehicles and ADAS: Concepts, Datasets and Metrics—0
ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR DataCode1
PL-UNeXt: Per-stage Edge Detail and Line Feature Guided Segmentation for Power Line Detection—0
Clustering large 3D volumes: A sampling-based approachCode0
F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated DrivingCode1
Organelle-specific segmentation, spatial analysis, and visualization of volume electron microscopy datasetsCode0
Deep Learning Based Dominant Index Lesion Segmentation for MR-guided Radiation Therapy of Prostate Cancer—0
Deep Age-Invariant Fingerprint Segmentation SystemCode0
Automated Peripancreatic Vessel Segmentation and Labeling Based on Iterative Trunk Growth and Weakly Supervised Mechanism—0
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance Mechanism for Dilated Pancreatic Duct Segmentation—0
CANet: Context aware network with dual-stream pyramid for medical image segmentationCode0
IDA: Informed Domain Adaptive Semantic Segmentation—0
Real-Time Hand Gesture Identification in Thermal Images—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningCode0
Unleashing Text-to-Image Diffusion Models for Visual PerceptionCode2
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion AwarenessCode1
Delivering Arbitrary-Modal Semantic SegmentationCode2
Deep Learning based Segmentation of Optical Coherence Tomographic Images of Human Saphenous Varicose Vein—0
Self-Supervised Few-Shot Learning for Ischemic Stroke Lesion SegmentationCode0
Transmission-Guided Bayesian Generative Model for Smoke SegmentationCode1
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT—0
High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learningCode1
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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