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Semantic Segmentation

Papers

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Showing 9451–9500 of 14763 papers

TitleStatusHype
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation—0
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging—0
SPIQ: Data-Free Per-Channel Static Input Quantization—0
Temporal Transductive Inference for Few-Shot Video Object SegmentationCode0
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation—0
Feature Selective Transformer for Semantic Image Segmentation—0
On the Viability of Monocular Depth Pre-training for Semantic SegmentationCode0
Fast Hybrid Image Retargeting—0
Learning to segment fetal brain tissue from noisy annotations—0
Self-supervised Semantic Segmentation Grounded in Visual Concepts—0
Neural Networks with Divisive normalization for image segmentation with application in cityscapes datasetCode0
ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation—0
Using Orientation to Distinguish Overlapping ChromosomesCode0
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation—0
Transformers Meet Visual Learning Understanding: A Comprehensive Review—0
HM: Hybrid Masking for Few-Shot SegmentationCode0
Importance Sampling CAMs for Weakly-Supervised SegmentationCode0
Cell segmentation from telecentric bright-field transmitted light microscopy images using a Residual Attention U-Net: a case study on HeLa line—0
Lane detection with Position Embedding—0
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change SegmentationCode0
3D Adapted Random Forest Vision (3DARFV) for Untangling Heterogeneous-Fabric Exceeding Deep Learning Semantic Segmentation Efficiency at the Utmost Accuracy—0
GOSS: Towards Generalized Open-set Semantic Segmentation—0
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation—0
StructToken : Rethinking Semantic Segmentation with Structural Prior—0
A Binary Characterization Method for Shape Convexity and Applications—0
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers—0
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation—0
Semantic Segmentation with Active Semi-Supervised Learning—0
On the Effect of Pre-Processing and Model Complexity for Plastic Analysis Using Short-Wave-Infrared Hyper-Spectral Imaging—0
Generative Adversarial Network for Future Hand Segmentation from Egocentric VideoCode0
Adversarial Mutual Leakage Network for Cell Image Segmentation—0
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions—0
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-LearningCode0
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation—0
CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance—0
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation—0
SOLIS: Autonomous Solubility Screening using Deep Neural Networks—0
Transframer: Arbitrary Frame Prediction with Generative Models—0
Delta Distillation for Efficient Video ProcessingCode0
Label conditioned segmentationCode0
An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation—0
CapsNet for Medical Image Segmentation—0
Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation—0
A Survey on Infrared Image and Video Sets—0
A DEEP LEARNING PIPELINE FOR BREAST CANCER KI-67PROLIFERATION INDEX SCORING—0
Hyperbolic Uncertainty Aware Semantic Segmentation—0
Computer Vision Algorithm for Predicting the Welding Efficiency of Friction Stir Welded Copper Joints from its Microstructures—0
WegFormer: Transformers for Weakly Supervised Semantic Segmentation—0
Object discovery and representation networksCode0
The Structured Abstain Problem and the Lovász Hinge—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
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