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Semantic Segmentation

Papers

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Showing 12501–12550 of 14763 papers

TitleStatusHype
Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization—0
Cascade R-CNN: High Quality Object Detection and Instance SegmentationCode0
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation—0
Integrating Knowledge and Reasoning in Image Understanding—0
Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm InfantsCode0
PointNLM: Point Nonlocal-Means for vegetation segmentation based on middle echo point clouds—0
3D Instance Segmentation via Multi-Task Metric Learning—0
Understanding More about Human and Machine Attention in Deep Neural Networks—0
Learning to segment microscopy images with lazy labels—0
Automated crater shape retrieval using weakly-supervised deep learningCode0
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views—0
A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
Weakly Supervised Clustering by Exploiting Unique Class CountCode0
Key Instance Selection for Unsupervised Video Object Segmentation—0
Active Scene Understanding via Online Semantic Reconstruction—0
4D CNN for semantic segmentation of cardiac volumetric sequences—0
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR ScansCode0
Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes—0
The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks—0
RailSem19: A Dataset for Semantic Rail Scene Understanding—0
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal PredictionCode0
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things—0
Instance Segmentation with Point Supervision—0
Universal Barcode Detector via Semantic Segmentation—0
Scalable Neural Architecture Search for 3D Medical Image Segmentation—0
Learning Instance Occlusion for Panoptic SegmentationCode0
Enforcing temporal consistency in Deep Learning segmentation of brain MR imagesCode0
The Worrisome Impact of an Inter-rater Bias on Neural Network Training—0
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view—0
Mimic and Fool: A Task Agnostic Adversarial AttackCode0
PAN: Projective Adversarial Network for Medical Image Segmentation—0
Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields—0
Generative adversarial network for segmentation of motion affected neonatal brain MRI—0
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval ManuscriptsCode0
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation—0
End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++Code0
Learning to Segment Skin Lesions from Noisy Annotations—0
Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation—0
Movable-Object-Aware Visual SLAM via Weakly Supervised Semantic Segmentation—0
Cross-view Semantic Segmentation for Sensing SurroundingsCode0
DiCENet: Dimension-wise Convolutions for Efficient NetworksCode0
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation—0
Multimodal End-to-End Autonomous Driving—0
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions—0
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation—0
When Unseen Domain Generalization is Unnecessary? Rethinking Data AugmentationCode0
Multi-scale self-guided attention for medical image segmentationCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
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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