SOTAVerified

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

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Showing 101–125 of 125 papers

TitleStatusHype
Keypoint Based Weakly Supervised Human Parsing—0
Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation—0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
Instance-level Human Parsing via Part Grouping NetworkCode0
Macro-Micro Adversarial Network for Human ParsingCode0
Eliminating Background-Bias for Robust Person Re-Identification—0
Human Pose Estimation With Parsing Induced Learner—0
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge TransferCode0
Progressive refinement: a method of coarse-to-fine image parsing using stacked network—0
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human ParsingCode0
Look into Person: Joint Body Parsing & Pose Estimation Network and A New BenchmarkCode0
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation—0
Holistic, Instance-Level Human ParsingCode0
Multiple-Human Parsing in the WildCode0
Clothing and People - A Social Signal Processing Perspective—0
Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human ParsingCode0
Human Parsing With Contextualized Convolutional Neural Network—0
Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose—0
Pose-Guided Human Parsing with Deep Learned Features—0
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing—0
Deep Human Parsing with Active Template RegressionCode0
Towards Unified Human Parsing and Pose Estimation—0
All Fragments Count in Parser Evaluation—0
Scanpaths in reading are informative about sentence processing—0
Predicting Phrase Breaks in Classical and Modern Standard Arabic Text—0
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All datasets4D-DRESSPASCAL Context

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Graphonomy_InnermAcc0.97—Unverified
2CDGNet_InnermAcc0.92—Unverified
3Graphonomy_OutermAcc0.92—Unverified
4SCHP_InnermAcc0.91—Unverified
5CDGNet_OutermAcc0.89—Unverified
6SCHP_OutermAcc0.86—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTmIoU67.61—Unverified