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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 111–120 of 125 papers

Title	Date	Tasks	Status	Hype
Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis	Oct 27, 2021	Human ParsingVideo Generation	CodeCode Available	0
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing	Apr 10, 2018	Autonomous DrivingClustering	CodeCode Available	0
CCNet: Criss-Cross Attention for Semantic Segmentation	Nov 28, 2018	Computational EfficiencyGPU	CodeCode Available	0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identification	Dec 15, 2023	DecoderHuman Parsing	CodeCode Available	0
Self-Correction for Human Parsing	Oct 22, 2019	Human ParsingHuman Part Segmentation	CodeCode Available	0
Identity-Sensitive Knowledge Propagation for Cloth-Changing Person Re-identification	Aug 25, 2022	Cloth-Changing Person Re-IdentificationHuman Parsing	CodeCode Available	0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification	Oct 22, 2019	Human ParsingPerson Re-Identification	CodeCode Available	0
Self-Supervised Learning via Conditional Motion Propagation	Mar 27, 2019	Human ParsingInstance Segmentation	CodeCode Available	0
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing	Aug 2, 2018	Human ParsingSegmentation	CodeCode Available	0
Progressive Limb-Aware Virtual Try-On	Mar 16, 2025	AttributeHuman Parsing	CodeCode Available	0

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All datasets 4D-DRESS PASCAL Context

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Graphonomy_Inner	mAcc	0.97	—	Unverified
2	CDGNet_Inner	mAcc	0.92	—	Unverified
3	Graphonomy_Outer	mAcc	0.92	—	Unverified
4	SCHP_Inner	mAcc	0.91	—	Unverified
5	CDGNet_Outer	mAcc	0.89	—	Unverified
6	SCHP_Outer	mAcc	0.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	mIoU	67.61	—	Unverified