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Segmentation

Papers

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Showing 9001–9050 of 13072 papers

TitleStatusHype
Joint Low Dose CT Denoising And Kidney SegmentationCode1
Disentangling Human Error from the Ground Truth in Segmentation of Medical ImagesCode1
Domain Adaptive Semantic Segmentation Using Weak Labels—0
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation—0
Learning RGB-D Feature Embeddings for Unseen Object Instance SegmentationCode1
Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation—0
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM—0
Accurate and versatile 3D segmentation of plant tissues at cellular resolutionCode1
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision—0
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patientsCode1
Foveation for Segmentation of Ultra-High Resolution ImagesCode1
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation—0
SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationCode1
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Efficient OCT Image Segmentation Using Neural Architecture Search—0
Enhancement of Retinal Fundus Images via Pixel Color AmplificationCode1
Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic DataCode1
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and trackingCode1
Superpixel Based Graph Laplacian Regularization for Sparse Hyperspectral Unmixing—0
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial LearningCode1
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds—0
Point-to-set distance functions for weakly supervised segmentation—0
Virtual Multi-view Fusion for 3D Semantic SegmentationCode1
Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery—0
MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed ImagesCode1
MirrorNet: Bio-Inspired Camouflaged Object Segmentation—0
A deep learning based multiscale approach to segment cancer area in liver whole slide image—0
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-NetCode0
Machine-learned Regularization and Polygonization of Building Segmentation Masks—0
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
KPRNet: Improving projection-based LiDAR semantic segmentationCode1
Autonomous Removal of Perspective Distortion of Elevator Button Images based on Corner Detection—0
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN—0
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance SegmentationCode1
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial LearningCode0
When Classical Chinese Meets Machine Learning: Explaining the Relative Performances of Word and Sentence Segmentation Tasks—0
Learning Directional Feature Maps for Cardiac MRI SegmentationCode1
Human-Centered Unsupervised Segmentation Fusion—0
Deep Learning Based Segmentation of Various Brain Lesions for RadiosurgeryCode0
Instance-aware Self-supervised Learning for Nuclei Segmentation—0
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques—0
Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation—0
End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery—0
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint—0
Deep Variational Instance SegmentationCode1
One Click Lesion RECIST Measurement and Segmentation on CT Scans—0
Segmentation of the Left Ventricle by SDD double threshold selection and CHT—0
Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation—0
Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance SegmentationCode1
AinnoSeg: Panoramic Segmentation with High Perfomance—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