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Segmentation

Papers

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Showing 9451–9475 of 13072 papers

TitleStatusHype
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
From colouring-in to pointillism: revisiting semantic segmentation supervision—0
Assessing the generalization performance of SAM for ureteroscopy scene understanding—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments—0
From Image-level to Pixel-level Labeling with Convolutional Networks—0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI—0
From Raw Text to Universal Dependencies - Look, No Tags!—0
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding—0
From Registration Uncertainty to Segmentation Uncertainty—0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge—0
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model—0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention—0
From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction—0
From Shadow Segmentation to Shadow Removal—0
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT—0
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation—0
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions—0
A2D2: Audi Autonomous Driving Dataset—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