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Semantic Segmentation

Papers

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Showing 7626–7650 of 14763 papers

TitleStatusHype
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images—0
FGN: Fully Guided Network for Few-Shot Instance Segmentation—0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation—0
Multiset Neurons—0
Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model—0
A Semi-Automated Method for Object Segmentation in Infant's Egocentric Videos to Study Object Perception—0
Object Segmentation using Pixel-wise Adversarial Loss—0
MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking—0
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation—0
Continual Learning with Evolving Class Ontologies—0
Design of Real-time Semantic Segmentation Decoder for Automated Driving—0
FFPN: Fourier Feature Pyramid Network for Ultrasound Image Segmentation—0
Learning with Free Object Segments for Long-Tailed Instance Segmentation—0
MEAL: Manifold Embedding-based Active Learning—0
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation—0
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
Mean Field inference of CRFs based on GAT—0
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains—0
Learn the new, keep the old: Extending pretrained models with new anatomy and images—0
A Semantic Segmentation Network Based Real-Time Computer-Aided Diagnosis System for Hydatidiform Mole Hydrops Lesion Recognition in Microscopic View—0
Adversarial-Prediction Guided Multi-task Adaptation for Semantic Segmentation of Electron Microscopy Images—0
Few-Shot Semantic Segmentation With Cyclic Memory Network—0
Few-Shot Semantic Segmentation with Democratic Attention Networks—0
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation—0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations—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