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Semantic Segmentation

Papers

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Showing 4101–4150 of 14763 papers

TitleStatusHype
S^3-TTA: Scale-Style Selection for Test-Time Augmentation in Biomedical Image Segmentation—0
Robust Source-Free Domain Adaptation for Fundus Image SegmentationCode1
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model—0
Image Segmentation using U-Net Architecture for Powder X-ray Diffraction Images—0
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
Anatomically-aware Uncertainty for Semi-supervised Image SegmentationCode1
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty—0
GNeSF: Generalizable Neural Semantic FieldsCode1
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting—0
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep LearningCode0
Pixel-Level Clustering Network for Unsupervised Image Segmentation—0
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation ModelsCode1
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding—0
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationCode0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation—0
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
SpVOS: Efficient Video Object Segmentation with Triple Sparse Convolution—0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and ApplicationCode1
Diffusion-based Data Augmentation for Nuclei Image SegmentationCode1
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical ImageryCode1
DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning—0
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problemsCode0
Learning with Unmasked Tokens Drives Stronger Vision LearnersCode1
A review of individual tree crown detection and delineation from optical remote sensing images—0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation—0
Segment, Select, Correct: A Framework for Weakly-Supervised Referring SegmentationCode1
ROSS: Radar Off-road Semantic Segmentation—0
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks—0
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task LearningCode1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
Lidar Panoptic Segmentation and Tracking without Bells and WhistlesCode1
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion ModelCode1
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image SegmentationCode1
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research—0
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote SensingCode1
Minimalist and High-Performance Semantic Segmentation with Plain Vision TransformersCode1
Putting the Object Back into Video Object SegmentationCode3
RecolorCloud: A Point Cloud Tool for Recoloring, Segmentation, and Conversion—0
Panoptic Out-of-Distribution Segmentation—0
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation—0
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor EnvironmentCode0
Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationCode1
Medical Image Segmentation via Sparse Coding Decoder—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