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

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Showing 21–30 of 125 papers

TitleStatusHype
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View ConsistencyCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Hierarchical Human Parsing with Typed Part-Relation ReasoningCode1
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
End-to-end One-shot Human ParsingCode1
Correlating Edge, Pose with ParsingCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion SensingCode1
Neural Architecture Search for Joint Human Parsing and Pose EstimationCode1
Explore Human Parsing Modality for Action RecognitionCode1
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All datasets4D-DRESSPASCAL Context

Benchmark Results

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