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Semantic Segmentation

Papers

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Showing 7901–7925 of 14763 papers

TitleStatusHype
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning—0
Combinatorial clustering and the beta negative binomial process—0
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis—0
Combination of Hidden Markov Random Field and Conjugate Gradient for Brain Image Segmentation—0
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding—0
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation—0
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation—0
Low-Latency Video Semantic Segmentation—0
Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code—0
Low-light Enhancement Method Based on Attention Map Net—0
A Self-Supervised Approach to Land Cover Segmentation—0
Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation—0
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation—0
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation—0
Feedbackward Decoding for Semantic Segmentation—0
Feedback U-net for Cell Image Segmentation—0
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI—0
Colour augmentation for improved semi-supervised semantic segmentation—0
Adversarial Mutual Leakage Network for Cell Image Segmentation—0
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation—0
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation—0
Feedback Chain Network For Hippocampus Segmentation—0
Feedback Attention for Cell Image Segmentation—0
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation—0
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

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