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Semantic Segmentation

Papers

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Showing 10451–10500 of 14763 papers

TitleStatusHype
Semi-Supervised Domain Adaptation via Adaptive and Progressive Feature Alignment—0
Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks—0
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes—0
Hidden Markov Modeling for Maximum Likelihood Neuron Reconstruction—0
AI Driven Road Maintenance Inspection—0
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation—0
Multi-Scale Feature Aggregation by Cross-Scale Pixel-to-Region Relation Operation for Semantic Segmentation—0
Translational Symmetry-Aware Facade Parsing for 3D Building Reconstruction—0
Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation—0
Robust Mutual Learning for Semi-supervised Semantic Segmentation—0
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data—0
Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition—0
Analysis of Vision-based Abnormal Red Blood Cell Classification—0
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift—0
Dual-stream Network for Visual Recognition—0
Refined Deep Neural Network and U-Net for Polyps SegmentationCode0
Attention Based Semantic Segmentation on UAV Dataset for Natural Disaster Damage Assessment—0
Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images—0
RPG: Learning Recursive Point Cloud Generation—0
Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data—0
Demotivate adversarial defense in remote sensing—0
Learning Uncertainty For Safety-Oriented Semantic Segmentation In Autonomous Driving—0
Geometric Deep Learning and Equivariant Neural Networks—0
About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data AnnotationsCode0
An Unsupervised Optical Flow Estimation For LiDAR Image Sequences—0
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation TaskCode0
Feature Reuse and Fusion for Real-time Semantic segmentationCode0
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions—0
Embedded Vision for Self-Driving on Forest Roads—0
Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint—0
Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
Unsupervised Domain Adaptation of Object Detectors: A Survey—0
Unsupervised Part Segmentation through Disentangling Appearance and Shape—0
An Online Learning System for Wireless Charging Alignment using Surround-view Fisheye Cameras—0
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes—0
Dynamic Dual Sampling Module for Fine-Grained Semantic SegmentationCode0
Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation—0
Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks—0
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents—0
Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural NetworkCode0
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Reinforcement learning for instance segmentation with high-level priors—0
Safety Metrics for Semantic Segmentation in Autonomous Driving—0
The Regularizing Effect of Different Output Layer Designs in Deep Neural Networks—0
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology ImagesCode0
DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation—0
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation—0
Pseudo Pixel-level Labeling for Images with Evolving Content—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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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