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Segmentation

Papers

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Showing 1251–1300 of 13072 papers

TitleStatusHype
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion ModelsCode1
TomoSAM: a 3D Slicer extension using SAM for tomography segmentationCode1
PSSTRNet: Progressive Segmentation-guided Scene Text Removal NetworkCode1
BPKD: Boundary Privileged Knowledge Distillation For Semantic SegmentationCode1
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object SegmentationCode1
AerialFormer: Multi-resolution Transformer for Aerial Image SegmentationCode1
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image SegmentationCode1
Topology-Aware Uncertainty for Image SegmentationCode1
Channel prior convolutional attention for medical image segmentationCode1
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road ExtractionCode1
R-MAE: Regions Meet Masked AutoencodersCode1
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image SegmentationCode1
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural DomainCode1
1st Place Solution for PVUW Challenge 2023: Video Panoptic SegmentationCode1
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationCode1
FoSp: Focus and Separation Network for Early Smoke SegmentationCode1
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image SegmentationCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-LabelingCode1
Instructive Feature Enhancement for Dichotomous Medical Image SegmentationCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image SegmentationCode1
Conditional Diffusion Models for Weakly Supervised Medical Image SegmentationCode1
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion modelsCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPWCode1
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image SegmentationCode1
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision TransformersCode1
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
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image SegmentationCode1
Geo-Tiles for Semantic Segmentation of Earth Observation ImageryCode1
AGILE3D: Attention Guided Interactive Multi-object 3D SegmentationCode1
Continual Learning for Abdominal Multi-Organ and Tumor SegmentationCode1
Robust T-Loss for Medical Image SegmentationCode1
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound ImagesCode1
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentCode1
BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text ImagesCode1
PaintSeg: Training-free Segmentation via PaintingCode1
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic TransitionsCode1
InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User InstructionsCode1
Condition-Invariant Semantic SegmentationCode1
Towards Open-World Segmentation of PartsCode1
OpenVIS: Open-vocabulary Video Instance SegmentationCode1
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
GrowSP: Unsupervised Semantic Segmentation of 3D Point CloudsCode1
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D SegmentationCode1
End-to-End Simultaneous Speech Translation with Differentiable SegmentationCode1
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing DataCode1
Weakly Supervised 3D Open-vocabulary SegmentationCode1
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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