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Semantic Segmentation

Papers

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Showing 7401–7425 of 14763 papers

TitleStatusHype
k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
Learning Discriminators as Energy Networks in Adversarial Learning—0
Learning Disentangled Representations of Satellite Image Time Series—0
Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing—0
Learning Dynamic Hierarchical Models for Anytime Scene Labeling—0
Kiwifruit detection in challenging conditions—0
Deep Learning Model with GA based Feature Selection and Context Integration—0
Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma—0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation—0
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation—0
Deep Learning Models for Visual Inspection on Automotive Assembling Line—0
A Methodological Review of Visual Road Recognition Procedures for Autonomous Driving Applications—0
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image—0
Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation—0
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes—0
Key-Word-Aware Network for Referring Expression Image Segmentation—0
Deep Learning Markov Random Field for Semantic Segmentation—0
Keypoint Transfer for Fast Whole-Body Segmentation—0
Deep Learning in Multi-organ Segmentation—0
Keypoint Based Weakly Supervised Human Parsing—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