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Semantic Segmentation

Papers

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Showing 5401–5450 of 14763 papers

TitleStatusHype
Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation—0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Taming Mambas for Voxel Level 3D Medical Image Segmentation—0
GRS: Generating Robotic Simulation Tasks from Real-World Images—0
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation—0
Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation—0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+—0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
Flame quality monitoring of flare stack based on deep visual features—0
On the Influence of Shape, Texture and Color for Learning Semantic Segmentation—0
Impact of imperfect annotations on CNN training and performance for instance segmentation and classification in digital pathology—0
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation—0
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacksCode0
Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation—0
Adversarial Neural Networks in Medical Imaging Advancements and Challenges in Semantic Segmentation—0
Probabilistic U-Net with Kendall Shape Spaces for Geometry-Aware Segmentations of Images—0
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation—0
SAM-Guided Masked Token Prediction for 3D Scene Understanding—0
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation—0
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation—0
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation—0
Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Explainable Binary Classification of Separable Shape Ensembles—0
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans—0
Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation—0
Development and Testing of a Wood Panels Bark Removal Equipment Based on Deep Learning—0
Fractal Calibration for long-tailed object detectionCode0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution—0
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation—0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic SegmentationCode0
3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications—0
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections—0
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model—0
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation—0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
VideoSAM: Open-World Video Segmentation—0
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical ImagesCode0
Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation—0
Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation—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