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 101125 of 125 papers

TitleStatusHype
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Macro-Micro Adversarial Network for Human ParsingCode0
Deep Human Parsing with Active Template RegressionCode0
Single-stage Multi-human Parsing via Point Sets and Center-based OffsetsCode0
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity AlignmentCode0
Instance-level Human Parsing via Part Grouping NetworkCode0
Multiple-Human Parsing in the WildCode0
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge TransferCode0
Image Comes Dancing with Collaborative Parsing-Flow Video SynthesisCode0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Identity-Sensitive Knowledge Propagation for Cloth-Changing Person Re-identificationCode0
Parsing is All You Need for Accurate Gait Recognition in the WildCode0
Holistic, Instance-Level Human ParsingCode0
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human ParsingCode0
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identificationCode0
Self-Correction for Human ParsingCode0
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-IdentificationCode0
Self-Supervised Learning via Conditional Motion PropagationCode0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
Progressive Limb-Aware Virtual Try-OnCode0
Exploring More from Multiple Gait Modalities for Human IdentificationCode0
Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label DomainsCode0
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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