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Semantic Segmentation

Papers

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Showing 12601–12650 of 14763 papers

TitleStatusHype
Distributed Submodular Minimization via Block-Wise Updates and Communications—0
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance SegmentationCode0
Counting and Segmenting Sorghum Heads—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Emergence of Object Segmentation in Perturbed Generative ModelsCode0
Closed-Loop Adaptation for Weakly-Supervised Semantic Segmentation—0
A survey of Object Classification and Detection based on 2D/3D data—0
Training Generative Adversarial Networks from Incomplete Observations using Factorised DiscriminatorsCode0
The Chan-Vese Model with Elastica and Landmark Constraints for Image Segmentation—0
Straight to Shapes++: Real-time Instance Segmentation Made More AccurateCode0
Unsupervised Object Segmentation by RedrawingCode0
Enhancing Salient Object Segmentation Through Attention—0
Road Segmentation with Image-LiDAR Data Fusion—0
Exploring Temporal Information for Improved Video UnderstandingCode0
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted MulticutsCode0
Flexibly Regularized Mixture Models and Application to Image Segmentation—0
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning—0
A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images—0
Fully Hyperbolic Convolutional Neural Networks—0
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic SegmentationCode0
OVSNet : Towards One-Pass Real-Time Video Object Segmentation—0
Robust Semantic Segmentation in Adverse Weather Conditions by means of Sensor Data Fusion—0
Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation—0
A Convolutional Cost-Sensitive Crack Localization Algorithm for Automated and Reliable RC Bridge Inspection—0
Implicit Background Estimation for Semantic SegmentationCode0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis—0
Learning Fully Dense Neural Networks for Image Semantic Segmentation—0
Segmentation-Aware Image Denoising without Knowing True SegmentationCode0
Spatial Sampling Network for Fast Scene Understanding—0
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation—0
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud—0
Convolutions on Spherical Images—0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT—0
U-Net Based Multi-instance Video Object Segmentation—0
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A ReviewCode0
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation—0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
DARNet: Deep Active Ray Network for Building Segmentation—0
Online Normalization for Training Neural NetworksCode0
Budget-aware Semi-Supervised Semantic and Instance Segmentation—0
Efficient Ladder-style DenseNets for Semantic Segmentation of Large ImagesCode0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Data augmentation in microscopic images for material data mining—0
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography—0
EdgeSegNet: A Compact Network for Semantic SegmentationCode0
Semantic Segmentation of Seismic Images—0
Sketch2code: Generating a website from a paper mockup—0
Weakly Labeling the Antarctic: The Penguin Colony Case—0
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial ImagesCode0
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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