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Semantic Segmentation

Papers

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Showing 5451–5500 of 14763 papers

TitleStatusHype
A SAM based Tool for Semi-Automatic Food Annotation—0
Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation—0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation—0
3D Vision-Language Gaussian Splatting—0
Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving?—0
Shift and matching queries for video semantic segmentation—0
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic SegmentationCode0
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray FluoroscopyCode0
Segmenting objects with Bayesian fusion of active contour models and convnet priors—0
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled DataCode0
Transesophageal Echocardiography Generation using Anatomical Models—0
Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy—0
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic SegmentationCode0
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments—0
Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts—0
Guided Self-attention: Find the Generalized Necessarily Distinct Vectors for Grain Size Grading—0
Adver-City: Open-Source Multi-Modal Dataset for Collaborative Perception Under Adverse Weather Conditions—0
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery—0
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion—0
On Efficient Variants of Segment Anything Model: A Survey—0
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation—0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
A Mathematical Explanation of UNet—0
Optimizing Medical Image Segmentation with Advanced Decoder DesignCode0
HRVMamba: High-Resolution Visual State Space Model for Dense PredictionCode0
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic SegmentationCode0
Conformal confidence sets for biomedical image segmentation—0
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2Code0
Semantic Segmentation Based Quality Control of Histopathology Whole Slide ImagesCode0
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images—0
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual RepresentationsCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point CloudsCode0
ProtoSeg: A Prototype-Based Point Cloud Instance Segmentation Method—0
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation—0
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image SegmentationCode0
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network—0
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer—0
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images—0
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension—0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials—0
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical ImagesCode0
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic SegmentationCode0
VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings—0
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation—0
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer—0
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-TimeCode0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data—0
Precise Workcell Sketching from Point Clouds Using an AR Toolbox—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