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On visual BMI analysis from facial images

https://doi.org/10.1016/j.imavis.2019.07.003
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-10590-1_38openalex-snapshot
Neural Codes for Image Retrieval
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A Discriminative Feature Learning Approach for Deep Face Recognition
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International conference on pattern recognition
inferredcites →https://doi.org/10.1016/j.canep.2016.01.003openalex-snapshot
Obesity and cancer: An update of the global impact
inferredcites →https://doi.org/10.1016/j.imavis.2013.03.001openalex-snapshot
A computational approach to body mass index prediction from face images
inferredcites →https://doi.org/10.1016/s0140-6736(08)60269-xopenalex-snapshot
Body-mass index and incidence of cancer: a systematic review and meta-analysis of prospective observational studies
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1068/p6423openalex-snapshot
Facial Adiposity: A Cue to Health?
inferredcites →https://doi.org/10.1068/p6560openalex-snapshot
Deciphering Faces: Quantifiable Visual Cues to Weight
inferredcites →https://doi.org/10.1098/rstb.2015.0380openalex-snapshot
Perception of health from facial cues
inferredcites →https://doi.org/10.1109/cvpr.1993.341010openalex-snapshot
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/cvpr.2009.5206681openalex-snapshot
Human age estimation using bio-inspired features
inferredcites →https://doi.org/10.1109/cvpr.2014.220openalex-snapshot
DeepFace: Closing the Gap to Human-Level Performance in Face Verification
inferredcites →https://doi.org/10.1109/cvpr.2017.143openalex-snapshot
Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields
inferredcites →https://doi.org/10.1109/cvpr.2019.00482openalex-snapshot
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
inferredcites →https://doi.org/10.1109/cvpr14067.2009openalex-snapshot
2009 IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/fgr.2006.78openalex-snapshot
MORPH: A Longitudinal Image Database of Normal Adult Age-Progression
inferredcites →https://doi.org/10.1109/iccv.1995.466933openalex-snapshot
Proceedings of IEEE International Conference on Computer Vision
inferredcites →https://doi.org/10.1109/icpr.2018.8546159openalex-snapshot
Show me your face and I will tell you your height, weight and body mass index
inferredcites →https://doi.org/10.1109/lsp.2016.2603342openalex-snapshot
Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks
inferredcites →https://doi.org/10.1109/tifs.2018.2833032openalex-snapshot
A Light CNN for Deep Face Representation With Noisy Labels
inferredcites →https://doi.org/10.1117/1.2819119openalex-snapshot
Book Review: Pattern Recognition and Machine Learning
inferredcites →https://doi.org/10.1145/2072521openalex-snapshot
Proceedings of the 3rd international ACM workshop on Multimedia in forensics and intelligence
inferredcites →https://doi.org/10.1145/2072521.2072524openalex-snapshot
Measuring measures for face sample quality
inferredcites →https://doi.org/10.1145/2647868openalex-snapshot
Proceedings of the 22nd ACM international conference on Multimedia
inferredcites →https://doi.org/10.1155/2011/749209openalex-snapshot
Body Mass Index and Facial Cues in Sasang Typology for Young and Elderly Persons
inferredcites →https://doi.org/10.1161/01.cir.0000095270.85646.e8openalex-snapshot
Body Mass Index
inferredcites →https://doi.org/10.1186/1472-6882-14-248openalex-snapshot
Predicting visceral obesity based on facial characteristics
inferredcites →https://doi.org/10.1210/jc.2006-0594openalex-snapshot
Body Mass Index, Metabolic Syndrome, and Risk of Type 2 Diabetes or Cardiovascular Disease
inferredcites →https://doi.org/10.1371/journal.pone.0140347openalex-snapshot
Testing the Utility of a Data-Driven Approach for Assessing BMI from Face Images
inferredcites →https://doi.org/10.1371/journal.pone.0169336openalex-snapshot
BMI and WHR Are Reflected in Female Facial Shape and Texture: A Geometric Morphometric Image Analysis
inferredcites →https://doi.org/10.1609/icwsm.v11i1.14923openalex-snapshot
Face-to-BMI: Using Computer Vision to Infer Body Mass Index on Social Media
inferredcites →https://doi.org/10.3390/technologies6030083openalex-snapshot
Detecting Body Mass Index from a Facial Photograph in Lifestyle Intervention
inferredcites →https://doi.org/10.48550/arxiv.1408.5093openalex-snapshot
Caffe: Convolutional Architecture for Fast Feature Embedding
inferredcites →https://doi.org/10.5244/c.29.41openalex-snapshot
Deep Face Recognition

What points at this work

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

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Scaling up the Measurement of Body Images in Advertising: Continuous Monitoring of Gaps
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Development and validation of a point‐of‐care nursing mobile tool to guide the diagnosis of malnutrition in hospitalized adult patients: a multicenter, prospective cohort study
inferred← citeshttps://doi.org/10.1007/978-3-030-59861-7_12openalex-snapshot
Linking Adolescent Brain MRI to Obesity via Deep Multi-cue Regression Network
inferred← citeshttps://doi.org/10.1007/978-3-030-91181-2_4openalex-snapshot
Toward On-Device Weight Monitoring from Selfie Face Images Using Smartphones
inferred← citeshttps://doi.org/10.1007/978-3-031-64813-7_40openalex-snapshot
Enhancement of Infant Health Assessment: Predicting Body Mass Index (BMI) from Real-Time Facial Images Using Machine Learning Techniques
inferred← citeshttps://doi.org/10.1007/978-981-97-6995-7_40openalex-snapshot
Estimation of Body Mass Index from Facial Image Using Modified ResNet and Ridge Regression
inferred← citeshttps://doi.org/10.1007/978-981-99-0609-3_34openalex-snapshot
An Approach to Estimate Body Mass Index Using Facial Features
inferred← citeshttps://doi.org/10.1007/978-981-99-1203-2_33openalex-snapshot
RecommenDiet: A System to Recommend a Dietary Regimen Using Facial Features
inferred← citeshttps://doi.org/10.1007/978-981-99-2742-5_37openalex-snapshot
Survey on Estimation of Body Mass Index Using Facial Images
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2021.104392openalex-snapshot
Estimation of BMI from facial images using semantic segmentation based region-aware pooling
inferred← citeshttps://doi.org/10.1016/j.compbiomed.2024.109104openalex-snapshot
Integrating multimodal learning for improved vital health parameter estimation
inferred← citeshttps://doi.org/10.1016/j.cviu.2020.102985openalex-snapshot
Visual BMI estimation from face images using a label distribution based method
inferred← citeshttps://doi.org/10.1016/j.cviu.2022.103438openalex-snapshot
Deducing health cues from biometric data
inferred← citeshttps://doi.org/10.1016/j.jbusvent.2025.106510openalex-snapshot
Not what you expected to see? Obesity stereotypes, expectancy violations, and angel investment decisions
inferred← citeshttps://doi.org/10.1016/j.jvcir.2024.104381openalex-snapshot
Three-dimension deep model for body mass index estimation from facial image sequences with different poses
inferred← citeshttps://doi.org/10.1016/j.media.2025.103529openalex-snapshot
AI-based association analysis for medical imaging using latent-space geometric confounder correction
inferred← citeshttps://doi.org/10.1016/j.xcrm.2026.102971openalex-snapshot
Multi-modal AI-enabled steatotic liver disease diagnostics using facial images and metabolomics
inferred← citeshttps://doi.org/10.1038/s41551-025-01520-7openalex-snapshot
Barriers to translating continuous monitoring technologies for preventative medicine
inferred← citeshttps://doi.org/10.1049/iet-bmt.2019.0104openalex-snapshot
Discriminative common feature subspace learning for age‐invariant face recognition
inferred← citeshttps://doi.org/10.1049/iet-ipr.2019.1170openalex-snapshot
Computational approach to body mass index estimation from dressed people in 3D space
inferred← citeshttps://doi.org/10.1109/access.2021.3131128openalex-snapshot
A Survey on Machine and Deep Learning Models for Childhood and Adolescent Obesity
inferred← citeshttps://doi.org/10.1109/amathe65477.2025.11081211openalex-snapshot
Facial Image-Based BMI Estimation Using ResNet50 for Obesity Screening
inferred← citeshttps://doi.org/10.1109/atc52653.2021.9598340openalex-snapshot
BMI estimation from facial images using residual regression model
inferred← citeshttps://doi.org/10.1109/bibm58861.2023.10385262openalex-snapshot
PatchBMI-Net: Lightweight Facial Patch-based Ensemble for BMI Prediction
inferred← citeshttps://doi.org/10.1109/cvprw56347.2022.00330openalex-snapshot
An Examination of Bias of Facial Analysis based BMI Prediction Models
inferred← citeshttps://doi.org/10.1109/fg57933.2023.10042568openalex-snapshot
New Insights on Weight Estimation from Face Images
inferred← citeshttps://doi.org/10.1109/gcwkshps52748.2021.9682060openalex-snapshot
A Survey of The Relationship Between Human Faces And Body Mass Index (BMI)
inferred← citeshttps://doi.org/10.1109/icac60630.2023.10417473openalex-snapshot
AI-Integrated Single Platform to Enhance Personal Wellbeing
inferred← citeshttps://doi.org/10.1109/icitiit54346.2022.9744191openalex-snapshot
Face To BMI: A Deep Learning Based Approach for Computing BMI from Face
inferred← citeshttps://doi.org/10.1109/tim.2023.3298426openalex-snapshot
Body Weight Estimation Using Virtual Anthropometric Measurements From a Single Image
inferred← citeshttps://doi.org/10.1111/1911-3846.70012openalex-snapshot
Audit partner achievement drive and audit quality
inferred← citeshttps://doi.org/10.2196/33478openalex-snapshot
Use of Facial Morphology to Determine Nutritional Status in Older Adults: Opportunities and Challenges
inferred← citeshttps://doi.org/10.31031/iod.2020.03.000569openalex-snapshot
Artificial Intelligence Techniques as Potential Tools for Large Scale Surveillance and Interventions for Obesity
inferred← citeshttps://doi.org/10.3390/s21072361openalex-snapshot
The Prediction of Body Mass Index from Negative Affectivity through Machine Learning: A Confirmatory Study
inferred← citeshttps://doi.org/10.33915/etd.7633openalex-snapshot
On Body Mass Index Analysis from Human Visual Appearance
inferred← citeshttps://doi.org/10.5954/icarob.2022.os32-9openalex-snapshot
Classification of Body Mass Index Based Face Images Using Facial Landmarks Approach and PCA plus LDA
inferred← citeshttps://doi.org/10.70675/c2bcd79aze4fez4fa2zabc2z5f26eb93642eopenalex-snapshot
Advancing Beyond People Recognition in Facial Image Processing
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