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Semantic Segmentation

Papers

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Showing 801–850 of 14763 papers

TitleStatusHype
Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas—0
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence—0
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation MapsCode0
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation—0
Distributed U-net model and Image Segmentation for Lung Cancer Detection—0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes—0
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography ImagesCode1
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications—0
Deep learning based infrared small object segmentation: Challenges and future directions—0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving—0
Vision Foundation Models in Medical Image Analysis: Advances and Challenges—0
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model—0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models—0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation—0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
Enhancing Power Grid Inspections with Machine Learning—0
WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize FieldsCode1
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Instance-Level Moving Object Segmentation from a Single Image with Events—0
WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing—0
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
Detecting Cadastral Boundary from Satellite Images Using U-Net model—0
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring—0
RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation—0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing—0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
MITO: Enabling Non-Line-of-Sight Perception using Millimeter-waves through Real-World Datasets and Simulation ToolsCode1
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentationCode0
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical ImagesCode1
Latents of latents to delineate pixels: hybrid Matryoshka autoencoder-to-U-Net pairing for segmenting large medical images in GPU-poor and low-data regimes—0
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation—0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
SQ-GAN: Semantic Image Communications Using Masked Vector QuantizationCode1
Knowledge Swapping via Learning and UnlearningCode0
Referring Remote Sensing Image Segmentation via Bidirectional Alignment Guided Joint Prediction—0
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and ClassificationCode1
Generalized Class Discovery in Instance Segmentation—0
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentationCode1
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation—0
A Survey on Mamba Architecture for Vision Applications—0
Unpaired Image-to-Image Translation with Content Preserving Perspective: A Review—0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point CloudsCode0
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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