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 150 of 125 papers

TitleStatusHype
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual TasksCode3
Body Part-Based Representation Learning for Occluded Person Re-IdentificationCode2
4D-DRESS: A 4D Dataset of Real-world Human Clothing with Semantic AnnotationsCode2
HumanBench: Towards General Human-centric Perception with Projector Assisted PretrainingCode2
Text2Human: Text-Driven Controllable Human Image GenerationCode2
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
Integrating Human Parsing and Pose Network for Human Action RecognitionCode1
Learning Compositional Neural Information Fusion for Human ParsingCode1
Quality-Aware Network for Human ParsingCode1
Hierarchical Human Parsing with Typed Part-Relation ReasoningCode1
PISE: Person Image Synthesis and Editing with Decoupled GANCode1
Neural Architecture Search for Joint Human Parsing and Pose EstimationCode1
IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human ReconstructionCode1
CDGNet: Class Distribution Guided Network for Human ParsingCode1
Versatile Multi-Modal Pre-Training for Human-Centric PerceptionCode1
Graphonomy: Universal Human Parsing via Graph Transfer LearningCode1
Renovating Parsing R-CNN for Accurate Multiple Human ParsingCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Explore Human Parsing Modality for Action RecognitionCode1
UniParser: Multi-Human Parsing with Unified Correlation Representation LearningCode1
Learning from Synthetic AnimalsCode1
Graphonomy: Universal Image Parsing via Graph Reasoning and TransferCode1
Parser-Free Virtual Try-on via Distilling Appearance FlowsCode1
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based DecodersCode1
Quality-Aware Network for Face ParsingCode1
Correlating Edge, Pose with ParsingCode1
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic ParsingCode1
Human Co-Parsing Guided Alignment for Occluded Person Re-identificationCode1
Parsing R-CNN for Instance-Level Human AnalysisCode1
Deep Learning Technique for Human Parsing: A Survey and OutlookCode1
milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion SensingCode1
Progressive One-shot Human ParsingCode1
UniHCP: A Unified Model for Human-Centric PerceptionsCode1
DM-VTON: Distilled Mobile Real-time Virtual Try-OnCode1
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and BenchmarkCode1
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View ConsistencyCode1
End-to-end One-shot Human ParsingCode1
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
Deep Human Parsing with Active Template RegressionCode0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-IdentificationCode0
Parsing is All You Need for Accurate Gait Recognition in the WildCode0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identificationCode0
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Multiple-Human Parsing in the WildCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity AlignmentCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Exploring More from Multiple Gait Modalities for Human IdentificationCode0
Macro-Micro Adversarial Network for Human ParsingCode0
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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