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Segmentation

Papers

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Showing 4426–4450 of 13072 papers

TitleStatusHype
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection—0
Region Guided Attention Network for Retinal Vessel Segmentation—0
Subthalamic Nucleus segmentation in high-field Magnetic Resonance data. Is space normalization by template co-registration necessary?—0
On the Viability of Semi-Supervised Segmentation Methods for Statistical Shape Modeling—0
Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation—0
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM—0
CBCTLiTS: A Synthetic, Paired CBCT/CT Dataset For Segmentation And Style Transfer—0
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact StudyCode0
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox EnvironmentsCode0
MLMT-CNN for Object Detection and Segmentation in Multi-layer and Multi-spectral Images—0
Scale Disparity of Instances in Interactive Point Cloud Segmentation—0
Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model—0
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
OE-BevSeg: An Object Informed and Environment Aware Multimodal Framework for Bird's-eye-view Vehicle Semantic Segmentation—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
SegPoint: Segment Any Point Cloud via Large Language Model—0
Tree semantic segmentation from aerial image time series—0
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching—0
Conformal Performance Range Prediction for Segmentation Output Quality ControlCode0
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model—0
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation—0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views—0
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference—0
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised 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