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Segmentation

Papers

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Showing 851–875 of 13072 papers

TitleStatusHype
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer SegmentationCode1
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
A Hybrid Deep Learning and Model-Checking Framework for Accurate Brain Tumor Detection and Validation—0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning—0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment—0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation—0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation—0
MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for Segmentation of Polyps in Colonoscopy—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models—0
Open-Vocabulary Panoptic Segmentation Using BERT Pre-Training of Vision-Language Multiway Transformer ModelCode1
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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