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Semantic Segmentation

Papers

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Showing 6501–6525 of 14763 papers

TitleStatusHype
Image Segmentation via Probabilistic Graph Matching—0
Image Segmentation via Variational Model Based Tailored UNet: A Deep Variational Framework—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Structure-Aware Image Segmentation with Homotopy Warping—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors—0
Test-time Contrastive Concepts for Open-world Semantic Segmentation—0
Image segmentation with superpixel-based covariance descriptors in low-rank representation—0
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation—0
Image segmentation with traveling waves in an exactly solvable recurrent neural network—0
Image Semantic Relation Generation—0
Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks—0
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation—0
Image Stitching Based on Planar Region Consensus—0
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters—0
Fusion Based Holistic Road Scene Understanding—0
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints—0
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs—0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection—0
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection—0
Conformal confidence sets for biomedical image segmentation—0
Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation—0
A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine MRI Using Deep Learning—0
Automated Segmentation and Analysis of Microscopy Images of Laser Powder Bed Fusion Melt Tracks—0
Fused Deep Neural Networks for Efficient Pedestrian 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