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Segmentation

Papers

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Showing 2551–2600 of 13072 papers

TitleStatusHype
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision—0
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation—0
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation—0
Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic DataCode0
CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV InspectionsCode1
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation—0
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware LearningCode1
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation—0
Anatomically Constrained Tractography of the Fetal Brain—0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning—0
RISeg: Robot Interactive Object Segmentation via Body Frame-Invariant Features—0
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey—0
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection—0
Region-Transformer: Self-Attention Region Based Class-Agnostic Point Cloud Segmentation—0
A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation—0
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCode2
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module ModelCode0
Boosting Box-supervised Instance Segmentation with Pseudo Depth—0
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
YOLO-MED : Multi-Task Interaction Network for Biomedical Images—0
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies—0
Region-Adaptive Transform with Segmentation Prior for Image CompressionCode1
Rethinking Few-shot 3D Point Cloud Semantic SegmentationCode2
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anythingCode2
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation—0
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation—0
PEM: Prototype-based Efficient MaskFormer for Image SegmentationCode2
Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETRCode1
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
Prediction of recurrence free survival of head and neck cancer using PET/CT radiomics and clinical information—0
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image AnnotationCode0
Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data—0
Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study—0
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments—0
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions—0
Few-shot adaptation for morphology-independent cell instance segmentation—0
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image SegmentationCode1
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot SegmentationCode1
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data—0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images—0
Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality imagesCode0
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling—0
VRP-SAM: SAM with Visual Reference PromptCode2
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class LabelCode1
MedContext: Learning Contextual Cues for Efficient Volumetric Medical SegmentationCode1
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei ImagesCode2
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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