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Semantic Segmentation

Papers

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Showing 6901–6950 of 14763 papers

TitleStatusHype
Noise transfer for unsupervised domain adaptation of retinal OCT imagesCode0
Weakly Supervised Semantic Segmentation via Progressive Patch LearningCode0
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation—0
Whole-Body Lesion Segmentation in 18F-FDG PET/CTCode0
Deliberated Domain Bridging for Domain Adaptive Semantic SegmentationCode1
Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation—0
Learning from Future: A Novel Self-Training Framework for Semantic SegmentationCode1
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp SegmentationCode1
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data—0
Rethinking the Unpretentious U-net for Medical Ultrasound Image SegmentationCode1
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter—0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends—0
Landmark-free Statistical Shape Modeling via Neural Flow DeformationsCode1
A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment—0
SFS-A68: a dataset for the segmentation of space functions in apartment buildingsCode0
Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning—0
A Clustering Method Based on Information Entropy Payload—0
High-resolution semantically-consistent image-to-image translation—0
Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation—0
DOMINO: Domain-aware Model Calibration in Medical Image SegmentationCode1
Pre-trained Language Models for the Legal Domain: A Case Study on Indian LawCode1
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision TransformersCode1
TrackletMapper: Ground Surface Segmentation and Mapping from Traffic Participant Trajectories—0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesCode0
Calibrating Segmentation Networks with Margin-based Label SmoothingCode0
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationCode2
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANsCode0
MassMIND: Massachusetts Maritime INfrared DatasetCode1
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
Exploring Target Representations for Masked AutoencodersCode0
Unsupervised Video Object Segmentation via Prototype Memory NetworkCode1
G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation—0
An efficient approach for nonconvex semidefinite optimization via customized alternating direction method of multipliers—0
SUNet: Scale-aware Unified Network for Panoptic Segmentation—0
Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image DetectionCode0
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction—0
An evaluation of U-Net in Renal Structure Segmentation—0
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection ImagesCode0
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students—0
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image TransformationCode1
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery—0
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation—0
Ensemble of Pre-Trained Neural Networks for Segmentation and Quality Detection of Transmission Electron Microscopy ImagesCode0
"Is your explanation stable?": A Robustness Evaluation Framework for Feature AttributionCode0
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object SegmentationCode1
Pixel-Level Equalized Matching for Video Object Segmentation—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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