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Semantic Segmentation

Papers

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Showing 12951–13000 of 14763 papers

TitleStatusHype
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Scene Parsing via Integrated Classification Model and Variance-Based RegularizationCode0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground TruthCode0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
SCD: A Stacked Carton Dataset for Detection and SegmentationCode0
Unsupervised Image to Sequence Translation with Canvas-Drawer NetworksCode0
Plugin Networks for Inference under Partial EvidenceCode0
Toward a Procedural Fruit Tree Rendering Framework for Image AnalysisCode0
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic SegmentationCode0
Playing for Data: Ground Truth from Computer GamesCode0
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing ImagesCode0
What's the Point: Semantic Segmentation with Point SupervisionCode0
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-ViewCode0
SCAN: Sequence-character Aware Network for Text RecognitionCode0
Unsupervised Learning of Important Objects from First-Person VideosCode0
Pixelwise Instance Segmentation with a Dynamically Instantiated NetworkCode0
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution SegmentationCode0
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM DatasetCode0
Scale-Equivariant Deep Learning for 3D DataCode0
Scale Equalization for Multi-Level Feature FusionCode0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation MapsCode0
Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic SegmentationCode0
Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual EffectsCode0
Scale-constrained Unsupervised Evaluation Method for Multi-scale Image SegmentationCode0
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural NetworkCode0
PixelNet: Representation of the pixels, by the pixels, and for the pixelsCode0
Unsupervised Model Adaptation for Continual Semantic SegmentationCode0
What's There in the DarkCode0
VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain SegmentationCode0
What's There in the DarkCode0
MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed ImageriesCode0
PixelLink: Detecting Scene Text via Instance SegmentationCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Pixel-Level Analysis for Enhancing Threat Detection in Large-Scale X-ray Security ImagesCode0
Towards Better Certified Segmentation via Diffusion ModelsCode0
Scale-Aware Graph Neural Network for Few-Shot Semantic SegmentationCode0
Unsupervised object-centric video generation and decomposition in 3DCode0
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost DisturbancesCode0
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed LearningCode0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic SegmentationCode0
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image SegmentationCode0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated LearningCode0
Scale-Aware Alignment of Hierarchical Image SegmentationCode0
MRF-UNets: Searching UNet with Markov Random FieldsCode0
Multi-view shape estimation of transparent containersCode0
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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