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Semantic Segmentation

Papers

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Showing 12051–12100 of 14763 papers

TitleStatusHype
Recurrent Instance Segmentation using Sequences of Referring Expressions—0
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & PracticeCode0
Adaptive Context Network for Scene Parsing—0
Closing the Reality Gap with Unsupervised Sim-to-Real Image Translation—0
LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection—0
Eye Semantic Segmentation with a Lightweight ModelCode0
Technical Report: Co-learning of geometry and semantics for online 3D mapping—0
Singular points detection with semantic segmentation networks—0
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations—0
Self-Supervised Difference Detection for Weakly-Supervised Semantic SegmentationCode0
PPR-Net:Point-wise Pose Regression Network for Instance Segmentation and 6D Pose Estimation in Bin-picking ScenariosCode0
Leveraging Pretrained Image Classifiers for Language-Based Segmentation—0
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation—0
Single-Shot Panoptic Segmentation—0
Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions—0
Cylindrical Shape Decomposition for 3D Segmentation of Tubular ObjectsCode0
Image-Conditioned Graph Generation for Road Network ExtractionCode0
Distilling Pixel-Wise Feature Similarities for Semantic Segmentation—0
Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks—0
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN—0
Multi Modal Semantic Segmentation using Synthetic Data—0
Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles—0
LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D ImagesCode0
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks—0
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation—0
Domain Generalization via Model-Agnostic Learning of Semantic FeaturesCode0
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic SegmentationCode0
PT-ResNet: Perspective Transformation-Based Residual Network for Semantic Road Image Segmentation—0
Towards Good Practices for Instance Segmentation—0
Spatial Information Inference Net: Road Extraction Using Road-Specific Contextual InformationCode0
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net—0
SENSE: a Shared Encoder Network for Scene-flow EstimationCode0
Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation—0
Region Mutual Information Loss for Semantic SegmentationCode0
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network—0
Learning to Track Any Object—0
Team PFDet's Methods for Open Images Challenge 2019—0
Seeing What a GAN Cannot GenerateCode0
Unified Multi-scale Feature Abstraction for Medical Image Segmentation—0
Fast and Differentiable Message Passing on Pairwise Markov Random FieldsCode0
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care—0
Anchor Diffusion for Unsupervised Video Object SegmentationCode0
Identifying Unknown Instances for Autonomous Driving—0
Deep Classification Network for Monocular Depth Estimation—0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
Semantic Segmentation of Skin Lesions using a Small Data Set—0
Towards Automatic Annotation for Semantic Segmentation in Drone Videos—0
Penalizing small errors using an Adaptive Logarithmic Loss—0
Self-Correction for Human ParsingCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
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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