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Semantic Segmentation

Papers

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Showing 4226–4250 of 14763 papers

TitleStatusHype
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation—0
ConvNeXtv2 Fusion with Mask R-CNN for Automatic Region Based Coronary Artery Stenosis Detection for Disease DiagnosisCode0
Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles—0
Activate and Reject: Towards Safe Domain Generalization under Category Shift—0
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
Combining UPerNet and ConvNeXt for Contrails Identification to reduce Global WarmingCode0
Tool Wear Segmentation in Blanking Processes with Fully Convolutional Networks based Digital Image Processing—0
VTON-IT: Virtual Try-On using Image TranslationCode1
Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas—0
Sub-token ViT Embedding via Stochastic Resonance TransformersCode0
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation—0
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions—0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation—0
A Deeply Supervised Semantic Segmentation Method Based on GAN—0
AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy—0
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation—0
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator—0
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification—0
Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation Learning—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Certification of Deep Learning Models for Medical Image SegmentationCode0
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis—0
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation—0
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models—0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders—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