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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 91–100 of 125 papers

Title	Date	Tasks	Status	Hype
Self-Correction for Human Parsing	Oct 22, 2019	Human ParsingHuman Part Segmentation	CodeCode Available	0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification	Oct 22, 2019	Human ParsingPerson Re-Identification	CodeCode Available	0
Fashion Editing with Adversarial Parsing Learning	Jun 3, 2019	DecoderGenerative Adversarial Network	—Unverified	0
The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser	Jun 1, 2019	Human ParsingPosition	—Unverified	0
Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification	Jun 1, 2019	Human ParsingPerson Re-Identification	—Unverified	0
Self-Supervised Learning via Conditional Motion Propagation	Mar 27, 2019	Human ParsingInstance Segmentation	CodeCode Available	0
Towards Multi-pose Guided Virtual Try-on Network	Feb 28, 2019	Fashion SynthesisGenerative Adversarial Network	—Unverified	0
Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation	Dec 5, 2018	Human ParsingMarkerless Motion Capture	—Unverified	0
CCNet: Criss-Cross Attention for Semantic Segmentation	Nov 28, 2018	Computational EfficiencyGPU	CodeCode Available	0
Devil in the Details: Towards Accurate Single and Multiple Human Parsing	Sep 17, 2018	Human ParsingPerson Re-Identification	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