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Semantic Segmentation

Papers

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Showing 7901–7925 of 14763 papers

TitleStatusHype
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation—0
Deep Hierarchical Parsing for Semantic Segmentation—0
Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks—0
Deep Grouping Model for Unified Perceptual Parsing—0
A Waste Copper Granules Rating System Based on Machine Vision—0
A Locally Adapting Technique for Boundary Detection using Image Segmentation—0
Invariant Content Synergistic Learning for Domain Generalization of Medical Image Segmentation—0
Open-set learning with augmented categories by exploiting unlabelled data—0
Introduction to Camera Pose Estimation with Deep Learning—0
Introducing VaDA: Novel Image Segmentation Model for Maritime Object Segmentation Using New Dataset—0
Deep GrabCut for Object Selection—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
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
Introducing Hann windows for reducing edge-effects in patch-based image segmentation—0
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans—0
Introducing Geometry in Active Learning for Image Segmentation—0
Introducing Fuzzy Layers for Deep Learning—0
Deep Geodesic Learning for Segmentation and Anatomical Landmarking—0
A Local-Global Approach to Semantic Segmentation in Aerial Images—0
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation—0
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation—0
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation—0
DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection—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