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 51–100 of 125 papers

TitleStatusHype
Synthesizing Environment-Specific People in Photographs—0
Part Representation Learning with Teacher-Student Decoder for Occluded Person Re-identificationCode0
360° Volumetric Portrait Avatar—0
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns—0
Exploring the Robustness of Human Parsers Towards Common Corruptions—0
Parsing is All You Need for Accurate Gait Recognition in the WildCode0
CIParsing: Unifying Causality Properties into Multiple Human Parsing—0
Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing—0
Exploring Part-Informed Visual-Language Learning for Person Re-Identification—0
Single-stage Multi-human Parsing via Point Sets and Center-based OffsetsCode0
Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label DomainsCode0
Texture-Based Input Feature Selection for Action Recognition—0
Deep Learning for Human Parsing: A Survey—0
Google Coral-based edge computing person reidentification using human parsing combined with analytical method—0
RepParser: End-to-End Multiple Human Parsing with Representative Parts—0
Identity-Sensitive Knowledge Propagation for Cloth-Changing Person Re-identificationCode0
Combining human parsing with analytical feature extraction and ranking schemes for high-generalization person reidentification—0
AIParsing: Anchor-free Instance-level Human Parsing—0
Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training—0
Describe me if you can! Characterized Instance-level Human Parsing—0
Clicking Matters:Towards Interactive Human Parsing—0
Image Comes Dancing with Collaborative Parsing-Flow Video SynthesisCode0
C+1 Loss: Learn to Classify C Classes of Interest and the Background Class Differentially—0
Prior Based Human Completion—0
An Efficient Style Virtual Try on Network for Clothing Business Industry—0
RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream—0
AAformer: Auto-Aligned Transformer for Person Re-Identification—0
Human De-occlusion: Invisible Perception and Recovery for Humans—0
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing—0
AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing—0
Robust Person Re-Identification through Contextual Mutual Boosting—0
Affinity-aware Compression and Expansion Network for Human Parsing—0
Blended Grammar Network for Human Parsing—0
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding—0
Part-Aware Context Network for Human Parsing—0
Self-Learning with Rectification Strategy for Human Parsing—0
Knowledge Integration Networks for Action Recognition—0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
Learning Semantic Neural Tree for Human Parsing—0
Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human ParsingCode0
Self-Correction for Human ParsingCode0
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-IdentificationCode0
Fashion Editing with Adversarial Parsing Learning—0
The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser—0
Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification—0
Self-Supervised Learning via Conditional Motion PropagationCode0
Towards Multi-pose Guided Virtual Try-on Network—0
Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation—0
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
Devil in the Details: Towards Accurate Single and Multiple Human ParsingCode0
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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