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Segmentation

Papers

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Showing 4201–4250 of 13072 papers

TitleStatusHype
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-LabelingCode1
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis—0
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Enhancing Point Annotations with Superpixel and Confidence Learning Guided for Improving Semi-Supervised OCT Fluid Segmentation—0
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion modelsCode1
OAFormer: Learning Occlusion Distinguishable Feature for Amodal Instance Segmentation—0
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPWCode1
Cross-CBAM: A Lightweight network for Scene Segmentation—0
Evolution of Efficient Symbolic Communication Codes—0
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image SegmentationCode1
TransRUPNet for Improved Polyp SegmentationCode0
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
Segment Anything Meets Semantic Communication—0
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation—0
Transformer-based Annotation Bias-aware Medical Image SegmentationCode0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model—0
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast LearningCode1
Pre-Training Auto-Generated Volumetric Shapes for 3D Medical Image SegmentationCode1
LATTE: Lattice ATTentive Encoding for Character-based Word SegmentationCode0
Reflection Invariance Learning for Few-shot Semantic Segmentation—0
Overview of Deep Learning Methods for Retinal Vessel Segmentation—0
The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI—0
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image SegmentationCode1
GRES: Generalized Referring Expression SegmentationCode2
Geo-Tiles for Semantic Segmentation of Earth Observation ImageryCode1
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
Continual Learning for Abdominal Multi-Organ and Tumor SegmentationCode1
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation ModelsCode0
Robust T-Loss for Medical Image SegmentationCode1
BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text ImagesCode1
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence—0
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound ImagesCode1
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentCode1
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence SegmentationCode3
PaintSeg: Training-free Segmentation via PaintingCode1
Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI—0
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic TransitionsCode1
Scene restoration from scaffold occlusion using deep learning-based methods—0
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer—0
atTRACTive: Semi-automatic white matter tract segmentation using active learningCode0
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images—0
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network—0
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in SegmentationCode0
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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