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Segmentation

Papers

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Showing 2601–2650 of 13072 papers

TitleStatusHype
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationCode1
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic SegmentationCode1
Leveraging Labeling Representations in Uncertainty-based Semi-supervised SegmentationCode1
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
ASFormer: Transformer for Action SegmentationCode1
Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
D-Former: A U-shaped Dilated Transformer for 3D Medical Image SegmentationCode1
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
Color Invariant Skin SegmentationCode1
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
Lidar Panoptic Segmentation and Tracking without Bells and WhistlesCode1
A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data AugmentationCode1
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
Linguistically Motivated Sign Language SegmentationCode1
Lite Vision Transformer with Enhanced Self-AttentionCode1
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable ApproachCode1
DifFSS: Diffusion Model for Few-Shot Semantic SegmentationCode1
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and InterpretabilityCode1
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point CloudsCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit AdjustmentCode1
Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ SegmentationCode1
Loss Functions in the Era of Semantic Segmentation: A Survey and OutlookCode1
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic SegmentationCode1
Love Me, Love Me, Say (and Write!) that You Love Me: Enriching the WASABI Song Corpus with Lyrics AnnotationsCode1
Combining Morphological and Histogram based Text Line Segmentation in the OCR ContextCode1
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image SegmentationCode1
Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image SynthesisCode1
Lung Infection Quantification of COVID-19 in CT Images with Deep LearningCode1
LVIS: A Dataset for Large Vocabulary Instance SegmentationCode1
BoxShrink: From Bounding Boxes to Segmentation MasksCode1
Lymphoma segmentation from 3D PET-CT images using a deep evidential networkCode1
M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus ImagesCode1
BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box AnnotationsCode1
Make One-Shot Video Object Segmentation Efficient AgainCode1
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion SegmentationCode1
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image SegmentationCode1
Detection-segmentation convolutional neural network for autonomous vehicle perceptionCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion SegmentationCode1
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised SegmentationCode1
Detecting Anomalies in Semantic Segmentation with PrototypesCode1
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotationsCode1
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19Code1
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly DetectionCode1
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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