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Semantic Segmentation

Papers

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Showing 7501–7550 of 14763 papers

TitleStatusHype
ResQ: Residual Quantization for Video Perception—0
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery—0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
EAVL: Explicitly Align Vision and Language for Referring Image Segmentation—0
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training—0
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation—0
Automatic Cadastral Boundary Detection of Very High Resolution Images Using Mask R-CNN—0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image SegmentationCode0
Deployment and Analysis of Instance Segmentation Algorithm for In-field Grade Estimation of Sweetpotatoes—0
MEDOE: A Multi-Expert Decoder and Output Ensemble Framework for Long-tailed Semantic Segmentation—0
Improving Audio-Visual Segmentation with Bidirectional GenerationCode0
Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks—0
Globe230k: A Benchmark Dense-Pixel Annotation Dataset for Global Land Cover Mapping—0
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation—0
AATCT-IDS: A Benchmark Abdominal Adipose Tissue CT Image Dataset for Image Denoising, Semantic Segmentation, and Radiomics Evaluation—0
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions—0
Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation—0
Future Video Prediction from a Single Frame for Video Anomaly Detection—0
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic SegmentationCode0
DSFNet: Dual-GCN and Location-fused Self-attention with Weighted Fast Normalized Fusion for Polyps SegmentationCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks—0
ICPC: Instance-Conditioned Prompting with Contrastive Learning for Semantic Segmentation—0
A Unified Query-based Paradigm for Camouflaged Instance SegmentationCode0
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation—0
CEmb-SAM: Segment Anything Model with Condition Embedding for Joint Learning from Heterogeneous Datasets—0
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation—0
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation—0
LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic SegmentationCode0
Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services—0
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild—0
Defensive Perception: Estimation and Monitoring of Neural Network Performance under Deployment—0
Semantic-embedded Similarity Prototype for Scene RecognitionCode0
Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic SegmentationCode0
CATS v2: Hybrid encoders for robust medical segmentationCode0
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook—0
Adaptive Low Rank Adaptation of Segment Anything to Salient Object DetectionCode0
Deep Semantic Graph Matching for Large-scale Outdoor Point Clouds Registration—0
Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered Learning—0
Instance segmentation based 6D pose estimation of industrial objects using point clouds for robotic bin-picking—0
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Fine-grained building roof instance segmentation based on domain adapted pretraining and composite dual-backbone—0
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding—0
Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation—0
Category Feature Transformer for Semantic SegmentationCode0
Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal PathologyCode0
SegMatch: A semi-supervised learning method for surgical instrument segmentation—0
Deep Learning for Morphological Identification of Extended Radio Galaxies using Weak LabelsCode0
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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
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