Literature DB >> 28573255

Image-Based Food Volume Estimation.

Xu Chang1, He Ye1, Parra Albert1, Delp Edward1, Khanna Nitin2, Boushey Carol3.   

Abstract

In this paper, we propose an extension to our previous work on food portion size estimation using a single image and a multi-view volume estimation method. The single-view technique estimates food volume by using prior information (segmentation and food labels) generated from food identification methods we described earlier. For multi-view volume estimation, we use"Shape from Silhouettes"to estimate the food portion size. The experimental results of our volume estimation methods demonstrate our results with respect to accuracy and reliability.

Entities:  

Keywords:  3D reconstruction; dietary assessment; mobile application; portion estimation; pose estimation

Year:  2013        PMID： 28573255      PMCID： PMC5448987          DOI： 10.1145/2506023.2506037

Source DB:  PubMed          Journal:  CEA13 (2013)


  14 in total

1.  Comparison of known food weights with image-based portion-size automated estimation and adolescents' self-reported portion size.

Authors:  Christina D Lee; Junghoon Chae; TusaRebecca E Schap; Deborah A Kerr; Edward J Delp; David S Ebert; Carol J Boushey
Journal:  J Diabetes Sci Technol       Date:  2012-03-01

2.  Automatic portion estimation and visual refinement in mobile dietary assessment.

Authors:  Insoo Woo; Karl Otsmo; Sungye Kim; David S Ebert; Edward J Delp; Carol J Boushey
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2010-01-01

3.  The Use of Mobile Devices in Aiding Dietary Assessment and Evaluation.

Authors:  Fengqing Zhu; Marc Bosch; Insoo Woo; Sungye Kim; Carol J Boushey; David S Ebert; Edward J Delp
Journal:  IEEE J Sel Top Signal Process       Date:  2010-08       Impact factor: 6.856

4.  Multilevel Segmentation for Food Classification in Dietary Assessment.

Authors:  Fengqing Zhu; Marc Bosch; Nitin Khanna; Carol J Boushey; Edward J Delp
Journal:  Proc Int Symp Image Signal Process Anal       Date:  2011-09-04

5.  Volume Estimation Using Food Specific Shape Templates in Mobile Image-Based Dietary Assessment.

Authors:  Junghoon Chae; Insoo Woo; Sungye Kim; Ross Maciejewski; Fengging Zhu; Edward J Delp; Carol J Boushey; David S Ebert
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2011-02-07

6.  Adolescents in the United States can identify familiar foods at the time of consumption and when prompted with an image 14 h postprandial, but poorly estimate portions.

Authors:  TusaRebecca E Schap; Bethany L Six; Edward J Delp; David S Ebert; Deborah A Kerr; Carol J Boushey
Journal:  Public Health Nutr       Date:  2011-02-16       Impact factor: 4.022

7.  Evidence-based development of a mobile telephone food record.

Authors:  Bethany L Six; Tusarebecca E Schap; Fengqing M Zhu; Anand Mariappan; Marc Bosch; Edward J Delp; David S Ebert; Deborah A Kerr; Carol J Boushey
Journal:  J Am Diet Assoc       Date:  2010-01

8.  A wearable electronic system for objective dietary assessment.

Authors:  Mingui Sun; John D Fernstrom; Wenyan Jia; Steven A Hackworth; Ning Yao; Yuecheng Li; Chengliu Li; Madelyn H Fernstrom; Robert J Sclabassi
Journal:  J Am Diet Assoc       Date:  2010-01

9.  Use of technology in children's dietary assessment.

Authors:  C J Boushey; D A Kerr; J Wright; K D Lutes; D S Ebert; E J Delp
Journal:  Eur J Clin Nutr       Date:  2009-02       Impact factor: 4.016

10.  Novel technologies for assessing dietary intake: evaluating the usability of a mobile telephone food record among adults and adolescents.

Authors:  Bethany L Daugherty; TusaRebecca E Schap; Reynolette Ettienne-Gittens; Fengqing M Zhu; Marc Bosch; Edward J Delp; David S Ebert; Deborah A Kerr; Carol J Boushey
Journal:  J Med Internet Res       Date:  2012-04-13       Impact factor: 5.428
View more
  4 in total

1.  EarBit: Using Wearable Sensors to Detect Eating Episodes in Unconstrained Environments.

Authors:  Abdelkareem Bedri; Richard Li; Malcolm Haynes; Raj Prateek Kosaraju; Ishaan Grover; Temiloluwa Prioleau; Min Yan Beh; Mayank Goel; Thad Starner; Gregory Abowd
Journal:  Proc ACM Interact Mob Wearable Ubiquitous Technol       Date:  2017-09

2.  Automatic food detection in egocentric images using artificial intelligence technology.

Authors:  Wenyan Jia; Yuecheng Li; Ruowei Qu; Thomas Baranowski; Lora E Burke; Hong Zhang; Yicheng Bai; Juliet M Mancino; Guizhi Xu; Zhi-Hong Mao; Mingui Sun
Journal:  Public Health Nutr       Date:  2018-03-26       Impact factor: 4.022

3.  Perspective: Opportunities and Challenges of Technology Tools in Dietary and Activity Assessment: Bridging Stakeholder Viewpoints.

Authors:  Sai Krupa Das; Akari J Miki; Caroline M Blanchard; Edward Sazonov; Cheryl H Gilhooly; Sujit Dey; Colton B Wolk; Chor San H Khoo; James O Hill; Robin P Shook
Journal:  Adv Nutr       Date:  2022-02-01       Impact factor: 11.567

Review 4.  Current Developments in Digital Quantitative Volume Estimation for the Optimisation of Dietary Assessment.

Authors:  Wesley Tay; Bhupinder Kaur; Rina Quek; Joseph Lim; Christiani Jeyakumar Henry
Journal:  Nutrients       Date:  2020-04-22       Impact factor: 5.717
  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.