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Semantic Segmentation

Papers

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Showing 5701–5725 of 14763 papers

TitleStatusHype
Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation—0
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge—0
Attend and Segment: Attention Guided Active Semantic Segmentation—0
Contrastive Rendering for Ultrasound Image Segmentation—0
A Generalized Asymmetric Dual-front Model for Active Contours and Image Segmentation—0
LAM3D: Leveraging Attention for Monocular 3D Object Detection—0
Contrastive Re-localization and History Distillation in Federated CMR Segmentation—0
Contrastive pretraining for semantic segmentation is robust to noisy positive pairs—0
A General Framework for Complex Network-Based Image Segmentation—0
Image Segmentation for Radar Signal Deinterleaving Using Deep Learning—0
Image Segmentation in Twenty Questions—0
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation—0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation—0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
Atrous Space Bender U-Net (ASBU-Net/LogiNet)—0
Image Segmentation by Size-Dependent Single Linkage Clustering of a Watershed Basin Graph—0
Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards—0
Contrastive Learning for Self-Supervised Pre-Training of Point Cloud Segmentation Networks With Image Data—0
Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images—0
Contrastive Learning for Label Efficient Semantic Segmentation—0
Contrastive Learning for Label-Efficient Semantic Segmentation—0
A Comparative Tutorial of the Histogram-based Image Segmentation Methods—0
Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation—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