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Semantic Segmentation

Papers

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Showing 4801–4850 of 14763 papers

TitleStatusHype
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes—0
Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving—0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
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
Instance-Level Moving Object Segmentation from a Single Image with Events—0
Enhancing Power Grid Inspections with Machine Learning—0
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing—0
Detecting Cadastral Boundary from Satellite Images Using U-Net model—0
Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring—0
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing—0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation—0
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational StudyCode0
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentationCode0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation—0
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
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
Improving Lesion Segmentation in Medical Images by Global and Regional Feature Compensation—0
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
Referring Remote Sensing Image Segmentation via Bidirectional Alignment Guided Joint Prediction—0
Generalized Class Discovery in Instance Segmentation—0
Knowledge Swapping via Learning and UnlearningCode0
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation—0
Unpaired Image-to-Image Translation with Content Preserving Perspective: A Review—0
A Survey on Mamba Architecture for Vision Applications—0
Color-Quality Invariance for Robust Medical Image SegmentationCode0
Efficient Continuous Group Convolutions for Local SE(3) Equivariance in 3D Point CloudsCode0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Wandering around: A bioinspired approach to visual attention through object motion sensitivityCode0
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic SegmentationCode0
VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer—0
Traveling Waves Integrate Spatial Information Into Spectral RepresentationsCode0
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation—0
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation—0
AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers—0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation—0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation—0
Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation—0
Optimized Unet with Attention Mechanism for Multi-Scale Semantic Segmentation—0
Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET 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
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