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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
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing	Nov 27, 2019	Human ParsingSemantic Segmentation	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
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
Macro-Micro Adversarial Network for Human Parsing	Jul 22, 2018	Human ParsingHuman Part Segmentation	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
C-DLinkNet: considering multi-level semantic features for human parsing	Jan 31, 2020	DecoderHuman Parsing	CodeCode Available	0	5
CCNet: Criss-Cross Attention for Semantic Segmentation	Nov 28, 2018	Computational EfficiencyGPU	CodeCode Available	0	5
Identity-Sensitive Knowledge Propagation for Cloth-Changing Person Re-identification	Aug 25, 2022	Cloth-Changing Person Re-IdentificationHuman Parsing	CodeCode Available	0	5
DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identification	Jan 31, 2024	Human ParsingMulti-Task Learning	CodeCode Available	0	5
Image Comes Dancing with Collaborative Parsing-Flow Video Synthesis	Oct 27, 2021	Human ParsingVideo Generation	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