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Semantic Segmentation

Papers

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Showing 7276–7300 of 14763 papers

TitleStatusHype
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes—0
Deep Multi Label Classification in Affine Subspaces—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
Bayesian Multifractal Image Segmentation—0
Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach—0
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters—0
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images—0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation—0
Amodal Instance Segmentation—0
ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training—0
Label-Efficient LiDAR Panoptic Segmentation—0
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation—0
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks—0
Bayesian image segmentations by Potts prior and loopy belief propagation—0
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation—0
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors—0
L2T-DLN: Learning to Teach with Dynamic Loss Network—0
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC)—0
Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation—0
K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems—0
Bayesian Federated Neural Matching that Completes Full Information—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