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Semantic Segmentation

Papers

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Showing 6751–6775 of 14763 papers

TitleStatusHype
Assessing the Role of Random Forests in Medical Image Segmentation—0
Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory—0
Conditional Conformal Risk Adaptation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
From Pixels to Damage Severity: Estimating Earthquake Impacts Using Semantic Segmentation of Social Media Images—0
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization—0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Decoder Modulation for Indoor Depth Completion—0
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation—0
Learning Confident Classifiers in the Presence of Label Noise—0
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor—0
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation—0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
From Image-level to Pixel-level Labeling with Convolutional Networks—0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes—0
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection—0
Learning Dynamic Hierarchical Models for Anytime Scene Labeling—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation—0
3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—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