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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 121–125 of 125 papers

Title	Date	Tasks	Status	Hype	Score
Eliminating Background-Bias for Robust Person Re-Identification	Jun 1, 2018	Deep LearningHuman Parsing	—Unverified	0	0
Human Parsing With Contextualized Convolutional Neural Network	Dec 1, 2015	Human Parsing	—Unverified	0	0
Human Pose Estimation With Parsing Induced Learner	Jun 1, 2018	Human ParsingMulti-Person Pose Estimation	—Unverified	0	0
Describe me if you can! Characterized Instance-level Human Parsing	Jan 24, 2022	Human ParsingPerson Search	—Unverified	0	0
360° Volumetric Portrait Avatar	Dec 8, 2023	Human ParsingMonocular Reconstruction	—Unverified	0	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