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Segmentation

Papers

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Showing 8651–8700 of 13072 papers

TitleStatusHype
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challengeCode1
Distribution-aware Margin Calibration for Medical Image Segmentation—0
Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation—0
U-Net and its variants for medical image segmentation: theory and applications—0
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation—0
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis—0
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image PatternsCode0
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis—0
nnU-Net for Brain Tumor SegmentationCode1
Highway Driving Dataset for Semantic Video Segmentation—0
Actor and Action Modular Network for Text-based Video Segmentation—0
Data-free Knowledge Distillation for Segmentation using Data-Enriching GANCode0
Real-time Semantic Segmentation with Context Aggregation Network—0
Optimizing Word Segmentation for Downstream TaskCode1
Direct Segmentation Models for Streaming Speech TranslationCode0
Learning Adaptive Segmentation Policy for Simultaneous Translation—0
A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation—0
Convolution Neural Networks for Semantic Segmentation: Application to Small Datasets of Biomedical Images—0
Learning Euler's Elastica Model for Medical Image SegmentationCode1
Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images—0
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation FeaturesCode1
Self-paced and self-consistent co-training for semi-supervised image segmentationCode0
Segmentation of Infrared Breast Images Using MultiResUnet Neural Network—0
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solutionCode1
(Un)Masked COVID-19 Trends from Social Media—0
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic SegmentationCode1
A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition—0
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm—0
An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset—0
An automated and multi-parametric algorithm for objective analysis of meibography images—0
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?Code1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical ImagesCode1
Semantic video segmentation for autonomous driving—0
Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds—0
Stereo Frustums: A Siamese Pipeline for 3D Object Detection—0
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction—0
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection—0
Does anatomical contextual information improve 3D U-Net based brain tumor segmentation?—0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles—0
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion SegmentationCode1
Detector Algorithms of Bounding Box and Segmentation Mask of a Mask R-CNN Model—0
Enhancing road signs segmentation using photometric invariants—0
VoteNet++: Registration Refinement for Multi-Atlas Segmentation—0
What is the best data augmentation for 3D brain tumor segmentation?Code1
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index—0
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19Code1
Coherent Loss: A Generic Framework for Stable Video Segmentation—0
Context Aware 3D UNet for Brain Tumor Segmentation—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