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Segmentation

Papers

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Showing 5951–5975 of 13072 papers

TitleStatusHype
A Multi-Scale Recurrent Framework for Motion Segmentation With Event CameraCode0
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative NormalizationCode0
TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR imagesCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
Adaptive Segmentation Network for Scene Text Detection—0
A Weakly Supervised Segmentation Network Embedding Cross-scale Attention Guidance and Noise-sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors—0
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging DataCode0
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Deepfake Image Generation for Improved Brain Tumor Segmentation—0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Pre-Training with Diffusion models for Dental Radiography segmentation—0
Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation—0
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation—0
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
Sparse annotation strategies for segmentation of short axis cardiac MRI—0
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervisionCode0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data—0
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral ReconstructionCode0
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph—0
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
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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