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Human Parsing with Joint Learning for Dynamic mmWave Radar Point Cloud

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01228-1_31openalex-snapshot

Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation

inferredcites →https://doi.org/10.1016/j.cviu.2013.07.004openalex-snapshot

Markov Random Field modeling, inference & learning in computer vision & image understanding: A survey

inferredcites →https://doi.org/10.1016/j.patcog.2015.03.006openalex-snapshot

Semantic human activity recognition: A literature review

inferredcites →https://doi.org/10.1016/j.patcog.2019.107158openalex-snapshot

Joint temporal context exploitation and active learning for video segmentation

inferredcites →https://doi.org/10.1049/bme2.12081openalex-snapshot

Point‐convolution‐based human skeletal pose estimation on millimetre wave frequency modulated continuous wave multiple‐input multiple‐output radar

inferredcites →https://doi.org/10.1109/cvpr.1993openalex-snapshot

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

inferredcites →https://doi.org/10.1109/cvpr.2014.113openalex-snapshot

Towards Unified Human Parsing and Pose Estimation

inferredcites →https://doi.org/10.1109/cvpr.2018.00768openalex-snapshot

Through-Wall Human Pose Estimation Using Radio Signals

inferredcites →https://doi.org/10.1109/cvpr.2018.00813openalex-snapshot

Non-local Neural Networks

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00892openalex-snapshot

Correlating Edge, Pose With Parsing

inferredcites →https://doi.org/10.1109/cvpr42600.2020.01423openalex-snapshot

GaitPart: Temporal Part-Based Model for Gait Recognition

inferredcites →https://doi.org/10.1109/dcoss.2019.00028openalex-snapshot

mID: Tracking and Identifying People with Millimeter Wave Radar

inferredcites →https://doi.org/10.1109/eucap.2012.6206694openalex-snapshot

Illumination of humans in active millimeter-wave multistatic imaging

inferredcites →https://doi.org/10.1109/iccv.2017.605openalex-snapshot

3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds

inferredcites →https://doi.org/10.1109/iccv.2019.00068openalex-snapshot

Asymmetric Non-Local Neural Networks for Semantic Segmentation

inferredcites →https://doi.org/10.1109/iccv48922.2021.01119openalex-snapshot

Neural Architecture Search for Joint Human Parsing and Pose Estimation

inferredcites →https://doi.org/10.1109/iccv48922.2021.01538openalex-snapshot

Multi-View Radar Semantic Segmentation

inferredcites →https://doi.org/10.1109/icpr.2016.7900038openalex-snapshot

Point cloud labeling using 3D Convolutional Neural Network

inferredcites →https://doi.org/10.1109/infocom41043.2020.9155471openalex-snapshot

MU-ID: Multi-user Identification Through Gaits Using Millimeter Wave Radios

inferredcites →https://doi.org/10.1109/jsen.2020.2991741openalex-snapshot

mm-Pose: Real-Time Human Skeletal Posture Estimation Using mmWave Radars and CNNs

inferredcites →https://doi.org/10.1109/lra.2022.3143224openalex-snapshot

PQ-Transformer: Jointly Parsing 3D Objects and Layouts From Point Clouds

inferredcites →https://doi.org/10.1109/lsens.2018.2810093openalex-snapshot

Gesture Recognition Using mm-Wave Sensor for Human-Car Interface

inferredcites →https://doi.org/10.1109/lsens.2018.2889060openalex-snapshot

Real-Time Human Motion Behavior Detection via CNN Using mmWave Radar

inferredcites →https://doi.org/10.1109/radarconf2043947.2020.9266600openalex-snapshot

NLP based Skeletal Pose Estimation using mmWave Radar Point-Cloud: A Simulation Approach

inferredcites →https://doi.org/10.1109/secon55815.2022.9918553openalex-snapshot

Pedestrian Liveness Detection Based on mmWave Radar and Camera Fusion

inferredcites →https://doi.org/10.1109/tmm.2015.2443559openalex-snapshot

Fashion Parsing With Video Context

inferredcites →https://doi.org/10.1109/tr.2020.3030952openalex-snapshot

RFID-Pose: Vision-Aided Three-Dimensional Human Pose Estimation With Radio-Frequency Identification

inferredcites →https://doi.org/10.1145/2816795.2818072openalex-snapshot

Capturing the human figure through a wall

inferredcites →https://doi.org/10.1145/3191773openalex-snapshot

RF-Kinect

inferredcites →https://doi.org/10.1145/3230543.3230579openalex-snapshot

RF-based 3D skeletons

inferredcites →https://doi.org/10.1145/3240508.3240660openalex-snapshot

Adaptive Temporal Encoding Network for Video Instance-level Human Parsing

inferredcites →https://doi.org/10.1145/3241539.3241548openalex-snapshot

Towards Environment Independent Device Free Human Activity Recognition

inferredcites →https://doi.org/10.1145/3264947openalex-snapshot

RF-Based Fall Monitoring Using Convolutional Neural Networks

inferredcites →https://doi.org/10.1145/3349624.3356765openalex-snapshot

mmSense

inferredcites →https://doi.org/10.1145/3384419.3430776openalex-snapshot

milliEgo

inferredcites →https://doi.org/10.1145/3384419.3430779openalex-snapshot

VocalPrint

inferredcites →https://doi.org/10.1145/3386901.3388945openalex-snapshot

See through smoke

inferredcites →https://doi.org/10.1145/3432221openalex-snapshot

3D Point Cloud Generation with Millimeter-Wave Radar

inferredcites →https://doi.org/10.1145/3432235openalex-snapshot

Real-time Arm Gesture Recognition in Smart Home Scenarios via Millimeter Wave Sensing

inferredcites →https://doi.org/10.1145/3458864.3467679openalex-snapshot

mmMesh

inferredcites →https://doi.org/10.1145/3485730.3485945openalex-snapshot

Wavoice

inferredcites →https://doi.org/10.1145/3550325openalex-snapshot

Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars

inferredcites →https://doi.org/10.1371/journal.pone.0118642openalex-snapshot

Recognizing Complex Upper Extremity Activities Using Body Worn Sensors

inferredcites →https://doi.org/10.3390/s20102999openalex-snapshot

Remote Monitoring of Human Vital Signs Based on 77-GHz mm-Wave FMCW Radar

inferredcites →https://doi.org/10.3390/s20185104openalex-snapshot

Evaluation of the Pose Tracking Performance of the Azure Kinect and Kinect v2 for Gait Analysis in Comparison with a Gold Standard: A Pilot Study

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-71419-1_9openalex-snapshot

A Proposal for Markerless Gait Analysis Based on 3D Points Cloud

inferred← citeshttps://doi.org/10.1007/s42486-025-00205-zopenalex-snapshot

Synthesizing mmWave range-doppler data from videos for privacy-preserving human activity recognition

inferred← citeshttps://doi.org/10.1007/s44285-025-00048-1openalex-snapshot

A review of recent advancements and applications of 4D millimeter-wave radar in smart highways

inferred← citeshttps://doi.org/10.1109/2575-8411.2026.00090openalex-snapshot

mmLite: Leveraging mmWave Radar for Efficient Seated Pose Estimation

inferred← citeshttps://doi.org/10.1109/3dv66043.2025.00077openalex-snapshot

mmDiffusion: mmWave Diffusion for Sequential 3D Human Dense Point Cloud Generation

inferred← citeshttps://doi.org/10.1109/access.2024.3445465openalex-snapshot

Human Pose Inference Using an Elevated mmWave FMCW Radar

inferred← citeshttps://doi.org/10.1109/comst.2024.3398004openalex-snapshot

Multi-Modal Fusion Sensing: A Comprehensive Review of Millimeter-Wave Radar and Its Integration With Other Modalities

inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10889352openalex-snapshot

mmHIU: a human-to-human interaction understanding system based on mmWave sensing

inferred← citeshttps://doi.org/10.1109/icme59968.2025.11208900openalex-snapshot

STPM: Spatial-Temporal Point Mamba for Activity Recognition Using mmWave Radar Point Clouds

inferred← citeshttps://doi.org/10.1109/icra57147.2024.10610091openalex-snapshot

Enhancing mmWave Radar Point Cloud via Visual-inertial Supervision

inferred← citeshttps://doi.org/10.1109/jiot.2024.3476350openalex-snapshot

mmHPE: Robust Multiscale 3-D Human Pose Estimation Using a Single mmWave Radar

inferred← citeshttps://doi.org/10.1109/jiot.2025.3636395openalex-snapshot

PCFEx: Point Cloud Feature Extraction for Graph Neural Networks

inferred← citeshttps://doi.org/10.1109/jiot.2025.3647603openalex-snapshot

SkeFi: Cross-Modal Knowledge Transfer for Wireless Skeleton-Based Action Recognition

inferred← citeshttps://doi.org/10.1109/jiot.2026.3668667openalex-snapshot

Robust mmWave Radar Sensing With Multisensor Temporal Calibration and Supervision

inferred← citeshttps://doi.org/10.1109/jsen.2024.3452110openalex-snapshot

Advancements in Radar Point Cloud Processing for Macro Human Movements in Healthcare and Assisted Living Domains: A Review

inferred← citeshttps://doi.org/10.1109/jsen.2025.3572253openalex-snapshot

Diff-HPE: Multihypothesis Human Pose Estimation Based on mmWave Radar and Diffusion Framework

inferred← citeshttps://doi.org/10.1109/jsteap.2025.3606464openalex-snapshot

ISAC: From Human to Environmental Sensing

inferred← citeshttps://doi.org/10.1109/tmc.2024.3461784openalex-snapshot

mmTAA: A Contact-Less Thoracoabdominal Asynchrony Measurement System Based on mmWave Sensing

inferred← citeshttps://doi.org/10.1109/tmc.2025.3539985openalex-snapshot

mmRotation: Unlocking Versatility of a Single mmWave Radar via Azimuth Panning and Elevation Tilting

inferred← citeshttps://doi.org/10.1109/tmc.2025.3607791openalex-snapshot

VR-PCT: Enhanced VR Semantic Performance via Edge-Client Collaborative Multi-Modal Point Cloud Transformers

inferred← citeshttps://doi.org/10.1109/tmc.2026.3689480openalex-snapshot

Scenario-Adaptive Device-Free Target Detection Using mmWave Signals

inferred← citeshttps://doi.org/10.1109/tmc.2026.3723066openalex-snapshot

mmArgus: Kinematic-Priors-Based Human Target Extraction Using Millimeter-Wave Sensing

inferred← citeshttps://doi.org/10.1109/vtc2025-spring65109.2025.11174611openalex-snapshot

A Semi-Supervised Learning Method for Human Keypoints Detection with FMCW Radar

inferred← citeshttps://doi.org/10.1109/wcnc57260.2024.10570730openalex-snapshot

MiKey: Human Key-points Detection Using Millimeter Wave Radar

inferred← citeshttps://doi.org/10.1145/3628453openalex-snapshot

End-to-End Target Liveness Detection via mmWave Radar and Vision Fusion for Autonomous Vehicles

inferred← citeshttps://doi.org/10.1145/3631433openalex-snapshot

PmTrack

inferred← citeshttps://doi.org/10.1145/3699772openalex-snapshot

mmSpyVR: Exploiting mmWave Radar for Penetrating Obstacles to Uncover Privacy Vulnerability of Virtual Reality

inferred← citeshttps://doi.org/10.1145/3715014.3722045openalex-snapshot

Argus: Multi-View Egocentric Human Mesh Reconstruction Based on Stripped-Down Wearable mmWave Add-on

inferred← citeshttps://doi.org/10.1145/3729535openalex-snapshot

EchScatter: Enriching Codeword Translation for High-Throughput Ambient ZigBee Backscatter

inferred← citeshttps://doi.org/10.1145/3749500openalex-snapshot

mmHolmes: Amodal Millimeter-wave Sensing by Understanding Human Kinetics

inferred← citeshttps://doi.org/10.1145/3774906.3802797openalex-snapshot

OmniPC: A Generalizable Point Cloud Generation Pipeline for mmWave Radar

inferred← citeshttps://doi.org/10.2139/ssrn.5958821openalex-snapshot

RadarST-GAF: Spatio-Temporal Gated Attention Fusion Network for mmWave Radar Point Cloud Human Pose Estimation

inferred← citeshttps://doi.org/10.2139/ssrn.6758539openalex-snapshot

Cross-Modal Point Cloud Generation from mmWave Radar: How Generative Architectures Affect Geometric and Semantic Tasks

inferred← citeshttps://doi.org/10.3390/electronics14010125openalex-snapshot

Deep Learning-Empowered RF Sensing in Outdoor Environments: Recent Advances, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.3390/s23177544openalex-snapshot

Extraction of Human Limbs Based on Micro-Doppler-Range Trajectories Using Wideband Interferometric Radar

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