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Semantic Segmentation

Papers

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Showing 6951–6975 of 14763 papers

TitleStatusHype
Learning to segment fetal brain tissue from noisy annotations—0
Introducing Geometry in Active Learning for Image Segmentation—0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Introduction to Camera Pose Estimation with Deep Learning—0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection—0
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation—0
FoxInst: A Frustratingly Simple Baseline for Weakly Few-shot Instance Segmentation—0
Computationally Efficient Wasserstein Loss for Structured Labels—0
A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation—0
A Waste Copper Granules Rating System Based on Machine Vision—0
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views—0
Inverse Renormalization Group Transformation in Bayesian Image Segmentations—0
FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks—0
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors—0
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation—0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
FoundPose: Unseen Object Pose Estimation with Foundation Features—0
3D Scene Parsing via Class-Wise Adaptation—0
A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation—0
Semantic Segmentation of Seismic Images—0
Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning—0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Learning to segment from misaligned and partial labels—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified