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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
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark	Apr 5, 2018	Human ParsingPose Estimation	CodeCode Available	0
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation	Jan 4, 2018	Human Parsing	—Unverified	0
Holistic, Instance-Level Human Parsing	Sep 11, 2017	Human DetectionHuman Parsing	CodeCode Available	0
Multiple-Human Parsing in the Wild	May 19, 2017	Human ParsingMulti-Human Parsing	CodeCode Available	0
Clothing and People - A Social Signal Processing Perspective	Apr 7, 2017	Decision MakingHuman Parsing	—Unverified	0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing	Mar 16, 2017	Human ParsingSelf-Supervised Learning	CodeCode Available	0
Human Parsing With Contextualized Convolutional Neural Network	Dec 1, 2015	Human Parsing	—Unverified	0
Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose	Dec 1, 2015	AttributeHuman Parsing	—Unverified	0
Pose-Guided Human Parsing with Deep Learned Features	Aug 17, 2015	Human Parsing	—Unverified	0
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing	Apr 6, 2015	Human Parsing	—Unverified	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