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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 71–80 of 125 papers

Title	Date	Tasks	Status	Hype
Progressive One-shot Human Parsing	Dec 22, 2020	Human ParsingMetric Learning	CodeCode Available	1
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency	Dec 1, 2020	Human ParsingImage to 3D	CodeCode Available	1
Renovating Parsing R-CNN for Accurate Multiple Human Parsing	Sep 20, 2020	Human Parsing	CodeCode Available	1
Robust Person Re-Identification through Contextual Mutual Boosting	Sep 16, 2020	Human ParsingPerson Re-Identification	—Unverified	0
Affinity-aware Compression and Expansion Network for Human Parsing	Aug 24, 2020	Human Parsing	—Unverified	0
Blended Grammar Network for Human Parsing	Aug 1, 2020	Human Parsing	—Unverified	0
Identity-Guided Human Semantic Parsing for Person Re-Identification	Jul 27, 2020	ClusteringHuman Parsing	CodeCode Available	1
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding	Jun 3, 2020	Depth EstimationGenerative Adversarial Network	—Unverified	0
Part-Aware Context Network for Human Parsing	Jun 1, 2020	Human Parsing	—Unverified	0
Correlating Edge, Pose with Parsing	May 4, 2020	Feature CorrelationHuman Parsing	CodeCode Available	1

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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