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Semantic Segmentation

Papers

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Showing 8051–8075 of 14763 papers

TitleStatusHype
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation—0
Interactive Image Selection and Training for Brain Tumor Segmentation Network—0
Deep Dual Learning for Semantic Image Segmentation—0
Interactive Image Segmentation via Backpropagating Refinement Scheme—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis—0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction—0
Interactive Image Segmentation using Label Propagation through Complex Networks—0
Interactive Image Segmentation Using Constrained Dominant Sets—0
Deep Deterministic Uncertainty for Semantic Segmentation—0
Interactive Image Segmentation From A Feedback Control Perspective—0
Interactive Full Image Segmentation by Considering All Regions Jointly—0
Deep Deterministic Uncertainty: A New Simple Baseline—0
Interactive Deep Refinement Network for Medical Image Segmentation—0
Interactive Boundary Prediction for Object Selection—0
Interactive Binary Image Segmentation with Edge Preservation—0
Deep, Dense, and Low-Rank Gaussian Conditional Random Fields—0
DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation—0
Intensity and Texture Correction of Omnidirectional Image Using Camera Images for Indirect Augmented Reality—0
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery—0
Intelligent Railroad Grade Crossing: Leveraging Semantic Segmentation and Object Detection for Enhanced Safety—0
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning—0
Intelligent image synthesis to attack a segmentation CNN using adversarial learning—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