메뉴 건너뛰기




Volumn 74, Issue 14, 2015, Pages 5243-5260

Cloud-based SVM for food categorization

Author keywords

Calorie measurement; Cloud computing; Food image processing

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); CLOUD COMPUTING; IMAGE PROCESSING; LEARNING SYSTEMS; MOBILE DEVICES; NUTRITION; SMARTPHONES; SUPPORT VECTOR MACHINES;

EID: 84933673441     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-014-2116-x     Document Type: Article
Times cited : (51)

References (25)
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges CJC (1998) A tutorial on support vector machines for pattern recognition. Data Mining Knowl 2(2):121–167
    • (1998) Data Mining Knowl , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 3
    • 74549159752 scopus 로고    scopus 로고
    • Prevalence of high body mass index in us children and adolescents, 2007–2008
    • Carrol M, Curtin L, Lamb M, Flegal K, Ogden C (2010) Prevalence of high body mass index in us children and adolescents, 2007–2008. J Am Med Assoc 303(3):242–249
    • (2010) J Am Med Assoc , vol.303 , Issue.3 , pp. 242-249
    • Carrol, M.1    Curtin, L.2    Lamb, M.3    Flegal, K.4    Ogden, C.5
  • 4
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM : a library for support vector machines
    • 27
    • Chang CC, Lin CJ (2011) LIBSVM: a library for support vector machines. ACM Trans Intell Syst Technol 2(27):1–27, 27
    • (2011) ACM Trans Intell Syst Technol , vol.2 , Issue.27
    • Chang, C.C.1    Lin, C.J.2
  • 5
    • 4544345162 scopus 로고    scopus 로고
    • Pizza sauce spread classification using colour vision and support vector machines
    • Cheng-Jin D, Sun D-W (2005) Pizza sauce spread classification using colour vision and support vector machines. J Food Eng 66(2):137–145
    • (2005) J Food Eng , vol.66 , Issue.2 , pp. 137-145
    • Cheng-Jin, D.1    Sun, D.-W.2
  • 7
    • 77954723629 scopus 로고    scopus 로고
    • Malewicz (2010) Pregel: a system for large-scale graph processing, in Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
    • Grzegorz et al, Malewicz (2010) Pregel: a system for large-scale graph processing, in Proceedings of the 2010 ACM SIGMOD International Conference on Management of data. ACM, 2010
    • (2010) ACM
  • 9
    • 0031712187 scopus 로고    scopus 로고
    • Literacy and body fatness are associated with underreporting of energy intake in US low-income women using the multiple-pass 24-hour recall: a doubly labeled water study
    • Johnson R, Soultanakis R, Matthews D (1998) Literacy and body fatness are associated with underreporting of energy intake in US low-income women using the multiple-pass 24-hour recall: a doubly labeled water study. J Am Diet Assoc 98:1136–1140
    • (1998) J Am Diet Assoc , vol.98 , pp. 1136-1140
    • Johnson, R.1    Soultanakis, R.2    Matthews, D.3
  • 11
    • 85018097711 scopus 로고    scopus 로고
    • Incremental learning with support vector ma chines, in Proceedings of the Fifth ACM SIGKDD International Conferenceon Knowledge Discovery and Data Mining (KDD), San Diego
    • Liu NA, Sung H, Syed K (1999) Incremental learning with support vector ma chines, in Proceedings of the Fifth ACM SIGKDD International Conferenceon Knowledge Discovery and Data Mining (KDD), San Diego, California 1999
    • (1999) California , pp. 1999
    • Liu, N.A.1    Sung, H.2    Syed, K.3
  • 15
    • 33645007555 scopus 로고    scopus 로고
    • The effect of keeping food records on eating patterns
    • Patterson R, Kristal A, Cheney C, Rebro S (1998) The effect of keeping food records on eating patterns. J Am Diet Assoc 98:1163–1165
    • (1998) J Am Diet Assoc , vol.98 , pp. 1163-1165
    • Patterson, R.1    Kristal, A.2    Cheney, C.3    Rebro, S.4
  • 17
    • 84866879118 scopus 로고    scopus 로고
    • A novel SVM based food recognition method for calorie measurement applications, in Proc. International Workshop on Interactive Ambient Intelligence Multimedia Environments, in Proc. IEEE International Conference on Multimedia and Expo, Melbourne
    • Pouladzadeh P, Villalobos G, Almaghrabi R, Shirmohammadi S (2012) A novel SVM based food recognition method for calorie measurement applications, in Proc. International Workshop on Interactive Ambient Intelligence Multimedia Environments, in Proc. IEEE International Conference on Multimedia and Expo, Melbourne, Australia, 2012, pp. 495–498
    • (2012) Australia , vol.2012 , pp. 495-498
    • Pouladzadeh, P.1    Villalobos, G.2    Almaghrabi, R.3    Shirmohammadi, S.4
  • 18
    • 14644444520 scopus 로고    scopus 로고
    • Overview of computerized computerized dietary assessment programs for research and practice in nutrition education
    • Probst YC, Tapsell LC (2005) Overview of computerized computerized dietary assessment programs for research and practice in nutrition education. J Nutr Educ Behav 37:20–26
    • (2005) J Nutr Educ Behav , vol.37 , pp. 20-26
    • Probst, Y.C.1    Tapsell, L.C.2
  • 20
    • 0035202881 scopus 로고    scopus 로고
    • Evaluation of dietary assessment instruments against doubly labeled water, a biomarker of habitual energy intake
    • Trabulsi J, Schoeller D, Trabulsi J, Schoeller D (2001) Evaluation of dietary assessment instruments against doubly labeled water, a biomarker of habitual energy intake. Am J Physiol Endocrinol Metab 281:E891–E899
    • (2001) Am J Physiol Endocrinol Metab , vol.281 , pp. E891-E899
    • Trabulsi, J.1    Schoeller, D.2    Trabulsi, J.3    Schoeller, D.4
  • 21
    • 79957586124 scopus 로고    scopus 로고
    • Application of hadoop mapreduce technique to virtual database system design
    • Victor M, Sathya JS (2011) Application of hadoop mapreduce technique to virtual database system design. Process of ICETECT 11(9):892–896
    • (2011) Process of ICETECT , vol.11 , Issue.9 , pp. 892-896
    • Victor, M.1    Sathya, J.S.2
  • 22
    • 84855394916 scopus 로고    scopus 로고
    • A personal assistive system for nutrient intake monitoring, in Proc. ACM Workshop On Ubiquitous Meta User Interfaces, in Proc. ACM Multimedia, Arizona
    • Villalobos G, Almaghrabi R, Hariri B, Shirmohammadi S (2011) A personal assistive system for nutrient intake monitoring, in Proc. ACM Workshop On Ubiquitous Meta User Interfaces, in Proc. ACM Multimedia, Arizona, USA, 2011, pp. 17–22
    • (2011) USA , vol.2011 , pp. 17-22
    • Villalobos, G.1    Almaghrabi, R.2    Hariri, B.3    Shirmohammadi, S.4
  • 23
    • 33748777152 scopus 로고    scopus 로고
    • Development of a new instrument for evaluating individuals’ dietary intakes
    • Wang DH, Kogashiwa DH, Kira S (2006) Development of a new instrument for evaluating individuals’ dietary intakes. J Am Diet Assoc 106:1588–1593
    • (2006) J Am Diet Assoc , vol.106 , pp. 1588-1593
    • Wang, D.H.1    Kogashiwa, D.H.2    Kira, S.3
  • 24
    • 0036152495 scopus 로고    scopus 로고
    • The contribution of expanding portion sizes to the us obesity epidemic
    • Young L, Nestle M (2002) The contribution of expanding portion sizes to the us obesity epidemic. Am J Public Health 92:246–249
    • (2002) Am J Public Health , vol.92 , pp. 246-249
    • Young, L.1    Nestle, M.2
  • 25
    • 84863735533 scopus 로고    scopus 로고
    • Low, distributed GraphLab: a framework for machine learning and data mining in the cloud
    • Yucheng et al (2012) Low, distributed GraphLab: a framework for machine learning and data mining in the cloud. Proc VLDB Endowment 5.8:716–727
    • (2012) Proc VLDB Endowment , vol.5 , pp. 716-727
    • Yucheng1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.