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Segmentation

Papers

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Showing 951–975 of 13072 papers

TitleStatusHype
CrackESS: A Self-Prompting Crack Segmentation System for Edge Devices—0
XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational Encoder-DecoderCode1
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image—0
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
CAD-Unet: A Capsule Network-Enhanced Unet Architecture for Accurate Segmentation of COVID-19 Lung Infections from CT ImagesCode0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation—0
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One DayCode1
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound ImagesCode1
Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning—0
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based ServicesCode0
Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functionsCode0
Unsupervised Segmentation by Diffusing, Walking and Cutting—0
Flexible Mesh Segmentation via Reeb Graph Representation of Geometrical and Topological Features—0
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation—0
Mask-Adapter: The Devil is in the Masks for Open-Vocabulary SegmentationCode2
Using Diffusion Priors for Video Amodal Segmentation—0
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts—0
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems—0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor SegmentationCode0
Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast ObjectsCode0
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning—0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
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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