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Segmentation

Papers

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Showing 4701–4750 of 13072 papers

TitleStatusHype
HARIS: Human-Like Attention for Reference Image Segmentation—0
Team Samsung-RAL: Technical Report for 2024 RoboDrive Challenge-Robust Map Segmentation Track—0
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI—0
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge—0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
CTS: A Consistency-Based Medical Image Segmentation ModelCode0
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation—0
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network—0
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study—0
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentationCode0
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks—0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation—0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation—0
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing DataCode0
Brain MRI detection by Sematic Segmentation models- Transfer Learning approach—0
Global Motion Understanding in Large-Scale Video Object Segmentation—0
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix AugmentationCode0
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation—0
Automated Cell Structure Extraction for 3D Electron Microscopy by Deep Learning—0
Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging—0
ODC-SA Net: Orthogonal Direction Enhancement and Scale Aware Network for Polyp Segmentation—0
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach—0
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityCode0
UnSegGNet: Unsupervised Image Segmentation using Graph Neural NetworksCode0
Mask-TS Net: Mask Temperature Scaling Uncertainty Calibration for Polyp Segmentation—0
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation—0
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information—0
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation—0
Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation—0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
MFA-Net: Multi-Scale feature fusion attention network for liver tumor segmentation—0
Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI—0
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images—0
Structured Click Control in Transformer-based Interactive SegmentationCode0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields—0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images—0
Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans—0
Few-Shot Fruit Segmentation via Transfer LearningCode0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model—0
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded SystemsCode0
SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery—0
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks—0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation—0
S4: Self-Supervised Sensing Across the Spectrum—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