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Semantic Segmentation

Papers

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Showing 7601–7650 of 14763 papers

TitleStatusHype
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding—0
Improving Pixel-based MIM by Reducing Wasted Modeling Capability—0
MonoNext: A 3D Monocular Object Detection with ConvNext—0
DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation—0
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers—0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
A hybrid approach for improving U-Net variants in medical image segmentation—0
Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics—0
Transferable Attack for Semantic SegmentationCode0
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-TrainingCode0
Unsupervised Decomposition Networks for Bias Field Correction in MR ImageCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
A 3D deep learning classifier and its explainability when assessing coronary artery disease—0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks—0
Deepfake Image Generation for Improved Brain Tumor Segmentation—0
Visual Saliency Detection in Advanced Driver Assistance Systems—0
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer visionCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Pre-Training with Diffusion models for Dental Radiography segmentation—0
Role of Image Acquisition and Patient Phenotype Variations in Automatic Segmentation Model Generalization—0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
Causal reasoning in typical computer vision tasks—0
Topology-aware Robust Optimization for Out-of-distribution GeneralizationCode0
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
Few-shot 1/a Anomalies Feedback : Damage Vision Mining Opportunity and Embedding Feature Imbalance—0
SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation—0
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features—0
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation—0
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification—0
CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components—0
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition—0
Atomic number estimation of dual energy cargo radiographs using a semiempirical transparency model—0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Quantized Feature Distillation for Network Quantization—0
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation—0
Gradient-Semantic Compensation for Incremental Semantic Segmentation—0
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenariosCode0
Confidence Intervals for Performance Estimates in Brain MRI Segmentation—0
A novel integrated method of detection-grasping for specific object based on the box coordinate matching—0
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
Text2Layer: Layered Image Generation using Latent Diffusion Model—0
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic 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