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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 41–50 of 125 papers

Title	Date	Tasks	Status	Hype	Score
Parsing is All You Need for Accurate Gait Recognition in the Wild	Aug 31, 2023	AllGait Recognition	CodeCode Available	0	5
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identification	Dec 15, 2023	DecoderHuman Parsing	CodeCode Available	0	5
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing	Nov 27, 2019	Human ParsingSemantic Segmentation	CodeCode Available	0	5
Multiple-Human Parsing in the Wild	May 19, 2017	Human ParsingMulti-Human Parsing	CodeCode Available	0	5
Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark	Apr 5, 2018	Human ParsingPose Estimation	CodeCode Available	0	5
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity Alignment	Nov 16, 2024	Gait RecognitionGait Recognition in the Wild	CodeCode Available	0	5
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	5
C-DLinkNet: considering multi-level semantic features for human parsing	Jan 31, 2020	DecoderHuman Parsing	CodeCode Available	0	5
Exploring More from Multiple Gait Modalities for Human Identification	Dec 16, 2024	Human ParsingOptical Flow Estimation	CodeCode Available	0	5
Macro-Micro Adversarial Network for Human Parsing	Jul 22, 2018	Human ParsingHuman Part Segmentation	CodeCode Available	0	5

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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