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Semantic Segmentation

Papers

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Showing 8151–8200 of 14763 papers

TitleStatusHype
ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic SegmentationCode1
Deep Video Prior for Video Consistency and PropagationCode2
DocSegTr: An Instance-Level End-to-End Document Image Segmentation TransformerCode1
Class-Aware Adversarial Transformers for Medical Image Segmentation—0
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers—0
Auto-Compressing Subset Pruning for Semantic Image SegmentationCode1
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention MechanismCode2
Improving segmentation of calcified and non-calcified plaques on CCTA-CPR scans via masking of the artery wall—0
Winograd Convolution for Deep Neural Networks: Efficient Point Selection—0
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks—0
Do Neural Networks for Segmentation Understand Insideness?Code0
How Low Can We Go? Pixel Annotation for Semantic Segmentation—0
Shape-consistent Generative Adversarial Networks for multi-modal Medical segmentation mapsCode0
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionCode2
Transformers in Medical Imaging: A SurveyCode3
MISeval: a Metric Library for Medical Image Segmentation EvaluationCode1
How to scale hyperparameters for quickshift image segmentationCode0
Dual-Flattening Transformers through Decomposed Row and Column Queries for Semantic Segmentation—0
Topological Signal Processing over Generalized Cell Complexes—0
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentationCode1
Improving Across-Dataset Brain Tissue Segmentation Using TransformerCode1
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image SegmentationCode1
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationCode2
Contrastive and Selective Hidden Embeddings for Medical Image SegmentationCode0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
Classroom Slide Narration System—0
DIVA-DAF: A Deep Learning Framework for Historical Document Image AnalysisCode1
Learning Pixel Trajectories with Multiscale Contrastive Random Walks—0
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods—0
Omnivore: A Single Model for Many Visual ModalitiesCode2
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study—0
Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing ImageryCode1
Analyzing Multispectral Satellite Imagery of South American Wildfires Using Deep Learning—0
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods—0
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation—0
A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials—0
Continual Coarse-to-Fine Domain Adaptation in Semantic SegmentationCode0
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation—0
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning—0
Disentangled Latent Transformer for Interpretable Monocular Height Estimation—0
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space—0
Contrastive Pretraining for Echocardiography Segmentation with Limited DataCode1
Towards holistic scene understanding: Semantic segmentation and beyond—0
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data—0
ViTBIS: Vision Transformer for Biomedical Image Segmentation—0
Prototype Guided Network for Anomaly Segmentation—0
Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations—0
Skyline variations allow estimating distance to trees on landscape photos using semantic segmentation—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning—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