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Segmentation

Papers

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Showing 1701–1750 of 13072 papers

TitleStatusHype
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation TrackCode1
Learning Statistical Texture for Semantic SegmentationCode1
Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial AttentionCode1
Boundary-Aware Network for Kidney ParsingCode1
Learning to Downsample for Segmentation of Ultra-High Resolution ImagesCode1
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text PairsCode1
Learning to Relate Depth and Semantics for Unsupervised Domain AdaptationCode1
Learning to Segment 3D Point Clouds in 2D Image SpaceCode1
Automatic segmentation of lung findings in CT and application to Long COVIDCode1
Learning to Segment from Noisy Annotations: A Spatial Correction ApproachCode1
Amodal Segmentation Based on Visible Region Segmentation and Shape PriorCode1
Boundary-aware Transformers for Skin Lesion SegmentationCode1
Learning Video Object Segmentation from Unlabeled VideosCode1
Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted LossCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Learning with Noisy Class Labels for Instance SegmentationCode1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
LENet: Lightweight And Efficient LiDAR Semantic Segmentation Using Multi-Scale Convolution AttentionCode1
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?Code1
CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography ImagesCode1
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image SegmentationCode1
Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free NetworksCode1
CTNet: Context-based Tandem Network for Semantic SegmentationCode1
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance SegmentationCode1
Leveraging Labeling Representations in Uncertainty-based Semi-supervised SegmentationCode1
CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume SegmentationCode1
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationCode1
A One Stop 3D Target Reconstruction and multilevel Segmentation MethodCode1
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truthsCode1
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware AlignmentCode1
Lightweight and Progressively-Scalable Networks for Semantic SegmentationCode1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
Boundary-Enhanced Co-Training for Weakly Supervised Semantic SegmentationCode1
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel mergingCode1
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic SegmentationCode1
Linguistically Motivated Sign Language SegmentationCode1
Lite Vision Transformer with Enhanced Self-AttentionCode1
LIVECell—A large-scale dataset for label-free live cell segmentationCode1
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
Medical Image Segmentation via Unsupervised Convolutional Neural NetworkCode1
Boundary loss for highly unbalanced segmentationCode1
Local Temperature Scaling for Probability CalibrationCode1
Long-tailed Instance Segmentation using Gumbel Optimized LossCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
LOTUS: Learning to Optimize Task-based US representationsCode1
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic SegmentationCode1
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving ScenesCode1
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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