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Semantic Segmentation

Papers

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Showing 14151–14200 of 14763 papers

TitleStatusHype
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Learning Task-Specific Generalized Convolutions in the Permutohedral LatticeCode0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
DeepMerge: Deep-Learning-Based Region-Merging for Image SegmentationCode0
Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object SegmentationCode0
Interpreting a Semantic Segmentation Model for Coastline DetectionCode0
Deep Level Set for Box-supervised Instance Segmentation in Aerial ImagesCode0
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse EncoderCode0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Deep Learning on Home Drone: Searching for the Optimal ArchitectureCode0
A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and TrackingCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Deep Learning on 3D Semantic Segmentation: A Detailed ReviewCode0
Mapping Semantic Segmentation to Point Clouds Using Structure from Motion for Forest AnalysisCode0
GMM-Based Hidden Markov Random Field for Color Image and 3D Volume SegmentationCode0
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel DatasetCode0
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic SegmentationCode0
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor SegmentationCode0
GMT: Guided Mask Transformer for Leaf Instance SegmentationCode0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed TomographyCode0
Learning to adapt class-specific features across domains for semantic segmentationCode0
Deep Learning for Morphological Identification of Extended Radio Galaxies using Weak LabelsCode0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
Intra-class Patch Swap for Self-DistillationCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Deep learning for Background Replacement in Video ConferencingCode0
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature SegmentationCode0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Deep Learning-Based Semantic Segmentation of Microscale ObjectsCode0
Handling new target classes in semantic segmentation with domain adaptationCode0
Adversarial Attacks on Monocular Pose EstimationCode0
Deep Learning Based Segmentation of Various Brain Lesions for RadiosurgeryCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
Advancing ALS Applications with Large-Scale Pre-training: Dataset Development and Downstream AssessmentCode0
Deep Learning--Based Scene Simplification for Bionic VisionCode0
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentationCode0
Deep Learning Architectures for Diagnosis of Diabetic RetinopathyCode0
Deep Learning and Its Applications to Machine Health Monitoring: A SurveyCode0
Deep Leaf Segmentation Using Synthetic DataCode0
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsCode0
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image SegmentationCode0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
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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