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Segmentation

Papers

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Showing 1801–1850 of 13072 papers

TitleStatusHype
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image SynthesisCode1
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology ImagesCode1
Anabranch Network for Camouflaged Object SegmentationCode1
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance ImagesCode1
MetaGraspNet_v0: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse SynthesisCode1
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networksCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic SegmentationCode1
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound ImagesCode1
Microsoft COCO: Common Objects in ContextCode1
Minimalist and High-Performance Semantic Segmentation with Plain Vision TransformersCode1
Mining Contextual Information Beyond Image for Semantic SegmentationCode1
3D Tooth Mesh Segmentation with Simplified Mesh Cell RepresentationCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
MISeval: a Metric Library for Medical Image Segmentation EvaluationCode1
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited LabelsCode1
MISSFormer: An Effective Medical Image Segmentation TransformerCode1
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNetCode1
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) DecoderCode1
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram VideosCode1
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
BARS: A Benchmark for Airport Runway SegmentationCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationCode1
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentationCode1
Modality-aware Mutual Learning for Multi-modal Medical Image SegmentationCode1
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRICode1
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object SegmentationCode1
Modeling the Background for Incremental and Weakly-Supervised Semantic SegmentationCode1
MODS -- A USV-oriented object detection and obstacle segmentation benchmarkCode1
0-MMS: Zero-Shot Multi-Motion Segmentation With A Monocular Event CameraCode1
Monocular Arbitrary Moving Object Discovery and SegmentationCode1
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and PruningCode1
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Advanced Deep Networks for 3D Mitochondria Instance SegmentationCode1
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
MP-Former: Mask-Piloted Transformer for Image SegmentationCode1
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR ImagesCode1
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene UnderstandingCode1
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image SegmentationCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
An Uncertainty-Driven GCN Refinement Strategy for Organ SegmentationCode1
Uncertainty-based graph convolutional networks for organ segmentation refinementCode1
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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