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Semantic Segmentation

Papers

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Showing 6501–6550 of 14763 papers

TitleStatusHype
Inverse Image Frequency for Long-tailed Image RecognitionCode0
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic SegmentationCode0
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image SegmentationCode0
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised ApplicationsCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Dual Attention Network for Scene SegmentationCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Interpreting a Semantic Segmentation Model for Coastline DetectionCode0
Intra-class Patch Swap for Self-DistillationCode0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
Adaptive Texture Filtering for Single-Domain Generalized SegmentationCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding SensingCode0
Interpolated SelectionConv for Spherical Images and SurfacesCode0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps SegmentationCode0
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentationCode0
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy LabelsCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain AdaptationCode0
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
IMEXnet: A Forward Stable Deep Neural NetworkCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Deep learning-based interactive segmentation in remote sensingCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
Interactive Image Segmentation With First Click AttentionCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Interactive Image Segmentation With Latent DiversityCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Integral Object Mining via Online Attention AccumulationCode0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
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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