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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 125 papers

TitleStatusHype
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic AnnotationsCode2
Text2Human: Text-Driven Controllable Human Image GenerationCode2
Body Part-Based Representation Learning for Occluded Person Re-IdentificationCode2
HumanBench: Towards General Human-centric Perception with Projector Assisted PretrainingCode2
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and BenchmarkCode1
Integrating Human Parsing and Pose Network for Human Action RecognitionCode1
milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion SensingCode1
Human Co-Parsing Guided Alignment for Occluded Person Re-identificationCode1
IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human ReconstructionCode1
Graphonomy: Universal Image Parsing via Graph Reasoning and TransferCode1
Learning Compositional Neural Information Fusion for Human ParsingCode1
Learning from Synthetic AnimalsCode1
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View ConsistencyCode1
End-to-end One-shot Human ParsingCode1
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
Explore Human Parsing Modality for Action RecognitionCode1
CDGNet: Class Distribution Guided Network for Human ParsingCode1
Correlating Edge, Pose with ParsingCode1
Hierarchical Human Parsing with Typed Part-Relation ReasoningCode1
Deep Learning Technique for Human Parsing: A Survey and OutlookCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
Graphonomy: Universal Human Parsing via Graph Transfer LearningCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
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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