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Volumn , Issue , 2013, Pages 729-738

Combining embedded accelerometers with computer vision for recognizing food preparation activities

Author keywords

Accelerometers; Activity recognition; Computer vision; Multi modal dataset; Sensor fusion

Indexed keywords

ACTIVITY RECOGNITION; BASELINE RESULTS; COMBINING CLASSIFIERS; COMPLEX ACTIVITY; EMPIRICAL EVALUATIONS; EVALUATION PROTOCOL; MULTI-MODAL DATASET; SENSOR FUSION;

EID: 84885201691     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2493432.2493482     Document Type: Conference Paper
Times cited : (476)

References (29)
  • 1
    • 79955649703 scopus 로고    scopus 로고
    • Human activity analysis: A review
    • 16:1 - 16:43
    • J. K. Aggarwal and M. S. Ryoo. Human activity analysis: A review. ACM Computing Surveys, 43(3):16:1 - 16:43, 2011.
    • (2011) ACM Computing Surveys , vol.43 , Issue.3
    • Aggarwal, J.K.1    Ryoo, M.S.2
  • 3
    • 84859414659 scopus 로고    scopus 로고
    • Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning
    • A. Criminisi, J. Shotton, and E. Konukoglu. Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning. Foundations and Trends in Computer Graphics and Vision, 7(2-3):81-227, 2012.
    • (2012) Foundations and Trends in Computer Graphics and Vision , vol.7 , Issue.2-3 , pp. 81-227
    • Criminisi, A.1    Shotton, J.2    Konukoglu, E.3
  • 5
    • 77957017939 scopus 로고    scopus 로고
    • Preprocessing techniques for context recognition from accelerometer data
    • D. Figo, P. C. Diniz, and D. R. Ferreira. Preprocessing techniques for context recognition from accelerometer data. Personal and Ubiquitous Computing, 14(7):645 - 662, 2010.
    • (2010) Personal and Ubiquitous Computing , vol.14 , Issue.7 , pp. 645-662
    • Figo, D.1    Diniz, P.C.2    Ferreira, D.R.3
  • 6
    • 78650804323 scopus 로고    scopus 로고
    • Apples-to-apples in cross-validation studies: Pitfalls in classifier performance measurement
    • G. Forman and M. Scholz. Apples-to-apples in cross-validation studies: Pitfalls in classifier performance measurement. ACM SIGKDD Explorations, 12(1):49-57, 2010.
    • (2010) ACM SIGKDD Explorations , vol.12 , Issue.1 , pp. 49-57
    • Forman, G.1    Scholz, M.2
  • 7
    • 79958236542 scopus 로고    scopus 로고
    • Rapid specification and automated generation of prompting systems to assist people with dementia
    • J. Hoey, T. Ploetz, D. Jackson, A. Monk, C. Pham, and P. Oliver. Rapid specification and automated generation of prompting systems to assist people with dementia. Pervasive and Mobile Computing, 7(3):299-318, 2010.
    • (2010) Pervasive and Mobile Computing , vol.7 , Issue.3 , pp. 299-318
    • Hoey, J.1    Ploetz, T.2    Jackson, D.3    Monk, A.4    Pham, C.5    Oliver, P.6
  • 8
    • 77950932056 scopus 로고    scopus 로고
    • Automated handwashing assistance for persons with dementia using video and a partially observable markov decision process
    • J. Hoey, P. Poupart, A. v. Bertoldi, T. Craig, C. Boutilier, and A. Mihailidis. Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process. Computer Vision and Image Understanding, 114(5):503-519, 2010.
    • (2010) Computer Vision and Image Understanding , vol.114 , Issue.5 , pp. 503-519
    • Hoey, J.1    Poupart, P.2    Bertoldi, A.V.3    Craig, T.4    Boutilier, C.5    Mihailidis, A.6
  • 9
    • 72849110397 scopus 로고    scopus 로고
    • An accelerometer based approach for indoor localization
    • C.-H. Hsu and C.-H. Yu. An accelerometer based approach for indoor localization. In Proc. UIC-ATC, pages 223-227, 2009.
    • (2009) Proc. UIC-ATC , pp. 223-227
    • Hsu, C.-H.1    Yu, C.-H.2
  • 10
    • 59249093678 scopus 로고    scopus 로고
    • Discovery of activity patterns using topic models
    • T. Huynh, M. Fritz, and B. Schiele. Discovery of activity patterns using topic models. In Proc. UbiComp, 2008.
    • (2008) Proc. UbiComp
    • Huynh, T.1    Fritz, M.2    Schiele, B.3
  • 12
    • 0001122762 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • R. Kohavi. A study of cross-validation and bootstrap for accuracy estimation and model selection. In Proc. IJCAI, 1995.
    • (1995) Proc. IJCAI
    • Kohavi, R.1
  • 14
    • 70450203660 scopus 로고    scopus 로고
    • Recognizing realistic actions from videos in the wild
    • J. Liu, J. Luo, and M. Shah. Recognizing realistic actions from videos "in the wild". In Proc. CVPR, 2009.
    • (2009) Proc. CVPR
    • Liu, J.1    Luo, J.2    Shah, M.3
  • 17
    • 77953182943 scopus 로고    scopus 로고
    • Activity recognition using the velocity histories of tracked keypoints
    • R. Messing, C. Pal, and H. Kautz. Activity recognition using the velocity histories of tracked keypoints. In Proc. ICCV, 2009.
    • (2009) Proc. ICCV
    • Messing, R.1    Pal, C.2    Kautz, H.3
  • 18
    • 78650603926 scopus 로고    scopus 로고
    • Slice&dice: Recognizing food preparation activities using embedded accelerometers
    • LNCS, 5859
    • C. Pham and P. Oliver. Slice&Dice: recognizing food preparation activities using embedded accelerometers. Ambient Intelligence, LNCS, 5859:34-43, 2009.
    • (2009) Ambient Intelligence , pp. 34-43
    • Pham, C.1    Oliver, P.2
  • 19
    • 84881045411 scopus 로고    scopus 로고
    • Feature learning for activity recognition in ubiquitous computing
    • T. Pl̈otz, N. Y. Hammerla, and P. Olivier. Feature learning for activity recognition in ubiquitous computing. In Proc. IJCAI, pages 1729 - 1734, 2012.
    • (2012) Proc. IJCAI , pp. 1729-1734
    • Pl̈otz, T.1    Hammerla, N.Y.2    Olivier, P.3
  • 20
    • 21244464017 scopus 로고    scopus 로고
    • Intelligent technology for an aging population: The use of AI to assist elders with cognitive impairment
    • M. E. Pollack. Intelligent technology for an aging population: The use of AI to assist elders with cognitive impairment. AI Magazine, 26(2), 2005.
    • (2005) AI Magazine , vol.26 , Issue.2
    • Pollack, M.E.1
  • 22
    • 84866710901 scopus 로고    scopus 로고
    • A database for fine grained activity detection of cooking activities
    • M. Rohrbach, S. Amin, M. Andriluka, and B. Schiele. A database for fine grained activity detection of cooking activities. In Proc. CVPR, 2012.
    • (2012) Proc. CVPR
    • Rohrbach, M.1    Amin, S.2    Andriluka, M.3    Schiele, B.4
  • 23
    • 10044233701 scopus 로고    scopus 로고
    • Recognizing human actions: A local svm approach
    • C. Schuldt, I. Laptev, and B. Caputo. Recognizing human actions: A local SVM approach. In Proc. ICPR, 2004.
    • (2004) Proc. ICPR
    • Schuldt, C.1    Laptev, I.2    Caputo, B.3
  • 24
    • 84878348844 scopus 로고    scopus 로고
    • Accelerometer localization in the view of a stationary camera
    • S. Stein and S. J. McKenna. Accelerometer localization in the view of a stationary camera. In Proc. CRV, pages 109 - 116, 2012.
    • (2012) Proc. CRV , pp. 109-116
    • Stein, S.1    Mckenna, S.J.2
  • 25
    • 77953200311 scopus 로고    scopus 로고
    • The tum kitchen data set of everyday manipulation activities for motion tracking and action recognition
    • M. Tenorth, J. Bandouch, and M. Beetz. The TUM Kitchen Data Set of Everyday Manipulation Activities for Motion Tracking and Action Recognition. In Proc. ICCV, 2009.
    • (2009) Proc. ICCV
    • Tenorth, M.1    Bandouch, J.2    Beetz, M.3
  • 27
    • 77955228536 scopus 로고    scopus 로고
    • Problems people with dementia have with kitchen tasks: The challenge for pervasive computing
    • J. P. Wherton and A. F. Monk. Problems people with dementia have with kitchen tasks: The challenge for pervasive computing. Interacting with Computers, 22(4):253-266, 2010.
    • (2010) Interacting with Computers , vol.22 , Issue.4 , pp. 253-266
    • Wherton, J.P.1    Monk, A.F.2
  • 28


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.