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Segmentation

Papers

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Showing 4651–4675 of 13072 papers

TitleStatusHype
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
Kestrel: Point Grounding Multimodal LLM for Part-Aware 3D Vision-Language Understanding—0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models—0
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images—0
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation—0
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking—0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Part123: Part-aware 3D Reconstruction from a Single-view Image—0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Assessment of Left Atrium Motion Deformation Through Full Cardiac Cycle—0
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Video Prediction Models as General Visual Encoders—0
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
Motion Segmentation for Neuromorphic Aerial SurveillanceCode0
Hierarchical Loss And Geometric Mask Refinement For Multilabel Ribs Segmentation—0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism—0
Visualize and Paint GAN Activations—0
An Empirical Study of Training State-of-the-Art LiDAR Segmentation Models—0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image 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