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Semantic Segmentation

Papers

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Showing 8501–8550 of 14763 papers

TitleStatusHype
SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation—0
ProtoTransfer: Cross-Modal Prototype Transfer for Point Cloud Segmentation—0
Network-Free, Unsupervised Semantic Segmentation With Synthetic Images—0
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing—0
Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving—0
Query Refinement Transformer for 3D Instance Segmentation—0
SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation—0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
Segment Every Reference Object in Spatial and Temporal Spaces—0
Tracking Passengers and Baggage Items using Multiple Overhead Cameras at Security CheckpointsCode0
Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings with Multivariate Occupancy Time SeriesCode0
Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors—0
Detection of Malfunctioning Modules in Photovoltaic Power Plants using Unsupervised Feature Clustering Segmentation Algorithm—0
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New DomainsCode0
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation—0
Zero-Shot Object Segmentation through Concept Distillation from Generative Image Foundation Models—0
Representation Separation for Semantic Segmentation with Vision Transformers—0
MyI-Net: Fully Automatic Detection and Quantification of Myocardial Infarction from Cardiovascular MRI Images—0
Pixel Relationships-based Regularizer for Retinal Vessel Image Segmentation—0
Efficient Semantic Segmentation on Edge Devices—0
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation—0
CT-LungNet: A Deep Learning Framework for Precise Lung Tissue Segmentation in 3D Thoracic CT Scans—0
Interactive Segmentation of Radiance Fields—0
Brain Cancer Segmentation Using YOLOv5 Deep Neural Network—0
Semi-Supervised Semantic Segmentation Methods for UW-OCTA Diabetic Retinopathy Grade Assessment—0
The most general manner to injectively align true and predicted segments—0
Position-Aware Contrastive Alignment for Referring Image Segmentation—0
Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images—0
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery—0
PMODE: Prototypical Mask based Object Dimension Estimation—0
HandsOff: Labeled Dataset Generation With No Additional Human Annotations—0
Precise Location Matching Improves Dense Contrastive Learning in Digital PathologyCode0
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene UnderstandingCode0
Lightweight Monocular Depth Estimation—0
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image SegmentationCode0
RangeAugment: Efficient Online Augmentation with Range Learning—0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos—0
Temporal Output Discrepancy for Loss Estimation-based Active Learning—0
Weakly supervised training of universal visual concepts for multi-domain semantic segmentationCode0
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency—0
Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds—0
Image Segmentation-based Unsupervised Multiple Objects Discovery—0
A Global Constraint to Improve CT Reconstruction Under Non-Ideal Conditions—0
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends—0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors—0
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation—0
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task—0
Building Height Prediction with Instance Segmentation—0
TAS-NIR: A VIS+NIR Dataset for Fine-grained Semantic Segmentation in Unstructured Outdoor Environments—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