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Semantic Segmentation

Papers

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Showing 7526–7550 of 14763 papers

TitleStatusHype
Learning Semantic Segmentation with Diverse Supervision—0
Expert-Adaptive Medical Image Segmentation—0
Joint shape learning and segmentation for medical images using a minimalistic deep network—0
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks—0
Learning Shape-Aware Embedding for Scene Text Detection—0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts—0
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images—0
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed—0
Deep Learning for Medical Image Segmentation—0
Deep Learning for Medical Image Processing: Overview, Challenges and Future—0
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks—0
Learning Spatial-Semantic Features for Robust Video Object Segmentation—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training—0
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors—0
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review—0
Joint reconstruction-segmentation on graphs—0
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review—0
Joint prototype and coefficient prediction for 3D instance segmentation—0
Deep Learning for Global Wildfire Forecasting—0
Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation—0
Balance Divergence for Knowledge Distillation—0
Learning the What and How of Annotation in Video Object Segmentation—0
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging—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