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Segmentation

Papers

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Showing 2551–2600 of 13072 papers

TitleStatusHype
Channel-wise Knowledge Distillation for Dense PredictionCode1
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance SegmentationCode1
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection TasksCode1
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasetsCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR SegmentationCode1
Attention-Based Transformers for Instance Segmentation of Cells in MicrostructuresCode1
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
RELLIS-3D Dataset: Data, Benchmarks and AnalysisCode1
Contrastive Registration for Unsupervised Medical Image SegmentationCode1
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain RepresentationsCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
Automatic segmentation with detection of local segmentation failures in cardiac MRICode1
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
Chapter Captor: Text Segmentation in NovelsCode1
Text-to-Image Generation Grounded by Fine-Grained User AttentionCode1
Towards Efficient Scene Understanding via Squeeze ReasoningCode1
"What's This?" -- Learning to Segment Unknown Objects from Manipulation SequencesCode1
Affinity LCFCN: Learning to Segment Fish with Weak SupervisionCode1
A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor SegmentationCode1
DR-Unet104 for Multimodal MRI brain tumor segmentationCode1
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challengeCode1
nnU-Net for Brain Tumor SegmentationCode1
Optimizing Word Segmentation for Downstream TaskCode1
Learning Euler's Elastica Model for Medical Image SegmentationCode1
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation FeaturesCode1
Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic SegmentationCode1
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solutionCode1
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical ImagesCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?Code1
What is the best data augmentation for 3D brain tumor segmentation?Code1
Instance Semantic Segmentation Benefits from Generative Adversarial NetworksCode1
Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion SegmentationCode1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19Code1
Delving into the Cyclic Mechanism in Semi-supervised Video Object SegmentationCode1
SEG-MAT: 3D Shape Segmentation Using Medial Axis TransformCode1
High resolution weakly supervised localization architectures for medical imagesCode1
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power LinesCode1
PseudoSeg: Designing Pseudo Labels for Semantic SegmentationCode1
DEAL: Difficulty-aware Active Learning for Semantic SegmentationCode1
In Depth Bayesian Semantic Scene CompletionCode1
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region RefinementCode1
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical ImagingCode1
HS-ResNet: Hierarchical-Split Block on Convolutional Neural NetworkCode1
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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