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Semantic Segmentation

Papers

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Showing 11151–11200 of 14763 papers

TitleStatusHype
Image Translation for Medical Image Generation -- Ischemic Stroke LesionsCode0
CO2: Consistent Contrast for Unsupervised Visual Representation Learning—0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective InferenceCode0
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps—0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation—0
Improving Network Slimming with Nonconvex RegularizationCode0
EGMM: an Evidential Version of the Gaussian Mixture Model for Clustering—0
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors—0
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label PropagationCode0
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph ConsensusCode0
Morphological segmentation of hyperspectral images—0
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging—0
RDCNet: Instance segmentation with a minimalist recurrent residual networkCode0
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement—0
DOT: Dynamic Object Tracking for Visual SLAM—0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme OcclusionCode0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Prepare for the Worst: Generalizing across Domain Shifts with Adversarial Batch Normalization—0
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation—0
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation—0
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time—0
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels—0
Unsupervised Model Adaptation for Continual Semantic SegmentationCode0
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution—0
Causal Intervention for Weakly-Supervised Semantic Segmentation—0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
SemanticVoxels: Sequential Fusion for 3D Pedestrian Detection using LiDAR Point Cloud and Semantic Segmentation—0
Style-invariant Cardiac Image Segmentation with Test-time Augmentation—0
Cloud Cover Nowcasting with Deep Learning—0
Local Context Attention for Salient Object Segmentation—0
Deep Bayesian U-Nets for Efficient, Robust and Reliable Post-Disaster Damage Localization—0
Learning Non-Unique Segmentation with Reward-Penalty Dice LossCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation—0
PennSyn2Real: Training Object Recognition Models without Human Labeling—0
Angular Luminance for Material Segmentation—0
Curriculum Learning with Diversity for Supervised Computer Vision Tasks—0
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection—0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
3D-FUTURE: 3D Furniture shape with TextURE—0
Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution—0
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images—0
SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors—0
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation—0
Encoding Robustness to Image Style via Adversarial Feature PerturbationsCode0
Synthetic Convolutional Features for Improved Semantic Segmentation—0
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling—0
PMVOS: Pixel-Level Matching-Based Video Object 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