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Semantic Segmentation

Papers

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Showing 5951–6000 of 14763 papers

TitleStatusHype
Navya3DSeg -- Navya 3D Semantic Segmentation Dataset & split generation for autonomous vehicles—0
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search—0
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label—0
TFormer: A Transmission-Friendly ViT Model for IoT Devices—0
Offline-to-Online Knowledge Distillation for Video Instance Segmentation—0
PolyFormer: Referring Image Segmentation as Sequential Polygon GenerationCode1
Optimal Transport for Change Detection on LiDAR Point CloudsCode0
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic SegmentationCode1
A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification—0
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology—0
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Semantic Image Segmentation: Two Decades of Research—0
PUPS: Point Cloud Unified Panoptic Segmentation—0
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget—0
Self-supervised pseudo-colorizing of masked cellsCode0
Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking ApplicationsCode1
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsCode1
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Lithium Metal Battery Quality Control via Transformer-CNN Segmentation—0
IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection—0
Towards Geospatial Foundation Models via Continual PretrainingCode1
Optimized Hybrid Focal Margin Loss for Crack Segmentation—0
An Efficient Instance Segmentation Approach for Extracting Fission Gas Bubbles on U-10Zr Annular Fuel—0
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning ConventionsCode0
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
Cross-Layer Retrospective Retrieving via Layer AttentionCode1
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images—0
Best Practices in Active Learning for Semantic Segmentation—0
The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons—0
Multi-Modal Evaluation Approach for Medical Image Segmentation—0
Self-Supervised Unseen Object Instance Segmentation via Long-Term Robot InteractionCode1
SSR-2D: Semantic 3D Scene Reconstruction from 2D Images—0
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation—0
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants—0
Med-NCA: Robust and Lightweight Segmentation with Neural Cellular AutomataCode1
Scaling Vision-based End-to-End Driving with Multi-View Attention Learning—0
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation—0
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs—0
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
1st Place Solution for PSG competition with ECCV'22 SenseHuman WorkshopCode2
Exploiting Partial Common Information Microstructure for Multi-Modal Brain Tumor SegmentationCode0
Uncertainty Calibration and its Application to Object DetectionCode0
Top-Down Beats Bottom-Up in 3D Instance SegmentationCode0
PatchDCT: Patch Refinement for High Quality Instance SegmentationCode0
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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