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Semantic Segmentation

Papers

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Showing 6751–6800 of 14763 papers

TitleStatusHype
Frustratingly Easy Model Generalization by Dummy Risk Minimization—0
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards—0
Assessing Uncertainty Estimation Methods for 3D Image Segmentation under Distribution Shifts—0
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory—0
From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures—0
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
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization—0
M3Act: Learning from Synthetic Human Group Activities—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
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning—0
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images—0
Conditional Conformal Risk Adaptation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes—0
From Pixels to Damage Severity: Estimating Earthquake Impacts Using Semantic Segmentation of Social Media Images—0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor—0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
3D Recurrent Neural Networks with Context Fusion for Point Cloud Semantic Segmentation—0
Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos—0
From Image-level to Pixel-level Labeling with Convolutional Networks—0
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection—0
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers—0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—0
Instance-Aware Group Quantization for Vision Transformers—0
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation—0
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation—0
Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
CondenseUNet: A Memory-Efficient Condensely-Connected Architecture for Bi-ventricular Blood Pool and Myocardium Segmentation—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation—0
Instance Embedding Transfer to Unsupervised Video Object Segmentation—0
Instance Flow Based Online Multiple Object Tracking—0
Achieving Competitive Play Through Bottom-Up Approach in Semantic Segmentation—0
Learning from Partial Label Proportions for Whole Slide Image Segmentation—0
From colouring-in to pointillism: revisiting semantic segmentation supervision—0
Instance-guided Cartoon Editing with a Large-scale Dataset—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Assessing Systematic Weaknesses of DNNs using Counterfactuals—0
Instance-Level Salient Object Segmentation—0
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—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