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Semantic Segmentation

Papers

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Showing 7201–7250 of 14763 papers

TitleStatusHype
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot SegmentationCode1
Automatic universal taxonomies for multi-domain semantic segmentation—0
Fully trainable Gaussian derivative convolutional layerCode0
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation—0
A hierarchical semantic segmentation framework for computer vision-based bridge damage detectionCode1
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding—0
Hierarchical Feature Alignment Network for Unsupervised Video Object SegmentationCode1
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image SegmentationCode1
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation—0
MLP-GAN for Brain Vessel Image SegmentationCode0
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryCode2
Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow Analysis—0
Adaptive t-vMF Dice Loss for Multi-class Medical Image SegmentationCode1
Analysis of liver cancer detection based on image processing—0
Learning Quality-aware Dynamic Memory for Video Object SegmentationCode1
3D Instances as 1D KernelsCode1
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes—0
Lightweight Vision Transformer with Cross Feature Attention—0
Adversarial Attacks on Monocular Pose EstimationCode0
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder ModelingCode1
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Bootstrapped Masked Autoencoders for Vision BERT PretrainingCode1
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic SegmentationCode1
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelCode3
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse ConditionsCode1
Universal Adaptive Data Augmentation—0
Prototypical Contrast Adaptation for Domain Adaptive Semantic SegmentationCode0
Tackling Background Distraction in Video Object SegmentationCode1
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos—0
ACLNet: An Attention and Clustering-based Cloud Segmentation NetworkCode1
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty QuantificationCode0
3D Concept Grounding on Neural Fields—0
MRF-UNets: Searching UNet with Markov Random FieldsCode0
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision TransformersCode0
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy—0
PointNorm: Dual Normalization is All You Need for Point Cloud AnalysisCode1
Teachers in concordance for pseudo-labeling of 3D sequential dataCode1
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision—0
Unsupervised Recognition of Informative Features via Tensor Network Machine Learning and Quantum Entanglement Variations—0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
LudVision -- Remote Detection of Exotic Invasive Aquatic Floral Species using Drone-Mounted Multispectral Data—0
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation—0
LightViT: Towards Light-Weight Convolution-Free Vision TransformersCode1
Online Video Instance Segmentation via Robust Context Fusion—0
PseudoClick: Interactive Image Segmentation with Click Imitation—0
Normalized Feature Distillation for Semantic Segmentation—0
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion—0
Image Segmentation for Radar Signal Deinterleaving Using Deep Learning—0
Detection of Condensed Vehicle Gas Exhaust in LiDAR Point Clouds—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