SOTAVerified

Human Parsing

Human parsing is the task of segmenting a human image into different fine-grained semantic parts such as head, torso, arms and legs.

( Image credit: Multi-Human-Parsing (MHP) )

Papers

Showing 2650 of 125 papers

TitleStatusHype
Correlating Edge, Pose with ParsingCode1
Quality-Aware Network for Human ParsingCode1
Quality-Aware Network for Face ParsingCode1
Parser-Free Virtual Try-on via Distilling Appearance FlowsCode1
Deep Learning Technique for Human Parsing: A Survey and OutlookCode1
IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human ReconstructionCode1
Neural Architecture Search for Joint Human Parsing and Pose EstimationCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
Hierarchical Human Parsing with Typed Part-Relation ReasoningCode1
Learning Compositional Neural Information Fusion for Human ParsingCode1
End-to-end One-shot Human ParsingCode1
Deep Learning for Human Parsing: A Survey0
Blended Grammar Network for Human Parsing0
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining0
Data Augmentation in Human-Centric Vision0
Fashion Editing with Adversarial Parsing Learning0
Human Pose Estimation With Parsing Induced Learner0
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation0
Combining human parsing with analytical feature extraction and ranking schemes for high-generalization person reidentification0
Clothing and People - A Social Signal Processing Perspective0
Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose0
Human Parsing With Contextualized Convolutional Neural Network0
Google Coral-based edge computing person reidentification using human parsing combined with analytical method0
Clicking Matters:Towards Interactive Human Parsing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Graphonomy_InnermAcc0.97Unverified
2CDGNet_InnermAcc0.92Unverified
3Graphonomy_OutermAcc0.92Unverified
4SCHP_InnermAcc0.91Unverified
5CDGNet_OutermAcc0.89Unverified
6SCHP_OutermAcc0.86Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTmIoU67.61Unverified