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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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 125 papers

TitleStatusHype
Describe me if you can! Characterized Instance-level Human Parsing—0
CDGNet: Class Distribution Guided Network for Human ParsingCode1
Clicking Matters:Towards Interactive Human Parsing—0
Image Comes Dancing with Collaborative Parsing-Flow Video SynthesisCode0
C+1 Loss: Learn to Classify C Classes of Interest and the Background Class Differentially—0
Prior Based Human Completion—0
Quality-Aware Network for Face ParsingCode1
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
End-to-end One-shot Human ParsingCode1
RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream—0
AAformer: Auto-Aligned Transformer for Person Re-Identification—0
Human De-occlusion: Invisible Perception and Recovery for Humans—0
Quality-Aware Network for Human ParsingCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
Parser-Free Virtual Try-on via Distilling Appearance FlowsCode1
PISE: Person Image Synthesis and Editing with Decoupled GANCode1
Graphonomy: Universal Image Parsing via Graph Reasoning and TransferCode1
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing—0
AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing—0
Neural Architecture Search for Joint Human Parsing and Pose EstimationCode1
Progressive One-shot Human ParsingCode1
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View ConsistencyCode1
Renovating Parsing R-CNN for Accurate Multiple Human ParsingCode1
Robust Person Re-Identification through Contextual Mutual Boosting—0
Affinity-aware Compression and Expansion Network for Human Parsing—0
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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