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 51–100 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
Blended Grammar Network for Human Parsing—0
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding—0
Part-Aware Context Network for Human Parsing—0
Correlating Edge, Pose with ParsingCode1
Self-Learning with Rectification Strategy for Human Parsing—0
Hierarchical Human Parsing with Typed Part-Relation ReasoningCode1
Knowledge Integration Networks for Action Recognition—0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Learning Compositional Neural Information Fusion for Human ParsingCode1
Learning Semantic Neural Tree for Human Parsing—0
Learning from Synthetic AnimalsCode1
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Self-Correction for Human ParsingCode0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-IdentificationCode0
Fashion Editing with Adversarial Parsing Learning—0
The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser—0
Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification—0
Graphonomy: Universal Human Parsing via Graph Transfer LearningCode1
Self-Supervised Learning via Conditional Motion PropagationCode0
Towards Multi-pose Guided Virtual Try-on Network—0
Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation—0
Parsing R-CNN for Instance-Level Human AnalysisCode1
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
Devil in the Details: Towards Accurate Single and Multiple Human ParsingCode0
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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