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Segmentation

Papers

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Showing 2101–2150 of 13072 papers

TitleStatusHype
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and ParsingCode1
Boundary-aware Transformers for Skin Lesion SegmentationCode1
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
Dense Gaussian Processes for Few-Shot SegmentationCode1
Clustering Plotted Data by Image SegmentationCode1
E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 ChallengeCode1
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class BoundariesCode1
Self-Supervised Generative Style Transfer for One-Shot Medical Image SegmentationCode1
Double Encoder-Decoder Networks for Gastrointestinal Polyp SegmentationCode1
Transfer Learning U-Net Deep Learning for Lung Ultrasound SegmentationCode1
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video EnhancementCode1
Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance SegmentationCode1
GT U-Net: A U-Net Like Group Transformer Network for Tooth Root SegmentationCode1
Training on Polar Image Transformations Improves Biomedical Image SegmentationCode1
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense AttentionCode1
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical VideoCode1
Semantic Segmentation-assisted Scene Completion for LiDAR Point CloudsCode1
Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion ModelingCode1
Learning to Downsample for Segmentation of Ultra-High Resolution ImagesCode1
CondNet: Conditional Classifier for Scene SegmentationCode1
Mutual Consistency Learning for Semi-supervised Medical Image SegmentationCode1
EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided FlowCode1
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementCode1
Efficient Urban-scale Point Clouds Segmentation with BEV ProjectionCode1
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
Challenging Current Semi-Supervised Anomaly Segmentation Methods for Brain MRICode1
Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
A Joint Graph and Image Convolution Network for Automatic Brain Tumor SegmentationCode1
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with TransformerCode1
Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with TransformersCode1
nnFormer: Interleaved Transformer for Volumetric SegmentationCode1
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local EnhancementCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and ThresholdingCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
Automatic labelling of urban point clouds using data fusionCode1
LIVECell—A large-scale dataset for label-free live cell segmentationCode1
LUAI Challenge 2021 on Learning to Understand Aerial ImagesCode1
Pseudo-mask Matters in Weakly-supervised Semantic SegmentationCode1
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth EstimationCode1
Learning Inner-Group Relations on Point CloudsCode1
Mining Contextual Information Beyond Image for Semantic SegmentationCode1
Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image SegmentationCode1
ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic SegmentationCode1
Real-Time Monocular Human Depth Estimation and Segmentation on Embedded SystemsCode1
A Weakly Supervised Amodal Segmenter with Boundary Uncertainty EstimationCode1
Efficient Medical Image Segmentation Based on Knowledge DistillationCode1
Unsupervised Local Discrimination for Medical ImagesCode1
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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