{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:22:59Z","timestamp":1776928979386,"version":"3.51.2"},"publisher-location":"Cham","reference-count":43,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319513935","type":"print"},{"value":"9783319513942","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-51394-2_9","type":"book-chapter","created":{"date-parts":[[2017,7,12]],"date-time":"2017-07-12T12:08:45Z","timestamp":1499861325000},"page":"151-174","source":"Crossref","is-referenced-by-count":9,"title":["Challenges and Opportunities in Automated Detection of Eating Activity"],"prefix":"10.1007","author":[{"given":"Edison","family":"Thomaz","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Irfan A.","family":"Essa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gregory D.","family":"Abowd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,7,13]]},"reference":[{"key":"9_CR1","doi-asserted-by":"crossref","unstructured":"Amft, O. and Tr\u00f6ster, G., \u201cOn-Body Sensing Solutions for Automatic Dietary Monitoring,\u201d IEEE pervasive computing, vol.\u00a08, Apr. 2009.","DOI":"10.1109\/MPRV.2009.32"},{"key":"9_CR2","doi-asserted-by":"crossref","unstructured":"B\u00e4ckstr\u00f6m, T. and Magi, C., \u201cProperties of line spectrum pair polynomials\u2014A review,\u201d Signal Processing, vol.\u00a086, pp.\u00a03286\u20133298, Nov. 2006.","DOI":"10.1016\/j.sigpro.2006.01.010"},{"key":"9_CR3","unstructured":"Boushey, C.\u00a0J., Coulston, A.\u00a0M., Rock, C.\u00a0L., and Monsen, E., Nutrition in the Prevention and Treatment of Disease. Academic Press, 2001."},{"key":"9_CR4","doi-asserted-by":"crossref","unstructured":"Castro, D., Hickson, S., Bettadapura, V., Thomaz, E., Abowd, G.D., Christensen, H. and Essa, I., \u201cPredicting daily activities from egocentric images using deep learning,\u201d in Proceedings of the 2015 ACM International symposium on Wearable Computers, pp.75\u201382, 2015.","DOI":"10.1145\/2802083.2808398"},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., and Fei-Fei, L., \u201cImagenet: A large-scale hierarchical image database,\u201d in CVPR, pp.\u00a0248\u2013255, IEEE, 2009.","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"9_CR6","unstructured":"Ester, M., Kriegel, H.-P., Sander, J., and Xu, X., \u201cA Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.,\u201d KDD, pp.\u00a0226\u2013231, 1996."},{"key":"9_CR7","unstructured":"Farb, P. and Armelagos, G., Consuming passions, the anthropology of eating. Houghton Mifflin, 1980."},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Fouse, A., Weibel, N., Hutchins, E., and Hollan, J.\u00a0D., \u201cChronoViz: a system for supporting navigation of time-coded data.,\u201d CHI Extended Abstracts, pp.\u00a0299\u2013304, 2011.","DOI":"10.1145\/1979742.1979706"},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Gillet, O. and Richard, G., \u201cAutomatic transcription of drum loops,\u201d in 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.\u00a0iv\u2013269\u2013iv\u2013272, IEEE, 2004.","DOI":"10.1109\/ICASSP.2004.1326815"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Go, V. L.\u00a0W., Nguyen, C. T.\u00a0H., Harris, D.\u00a0M., and Lee, W.-N.\u00a0P., \u201cNutrient-gene interaction: metabolic genotype-phenotype relationship.,\u201d The Journal of nutrition, vol.\u00a0135, pp.\u00a03016S\u20133020S, Dec. 2005.","DOI":"10.1093\/jn\/135.12.3016S"},{"key":"9_CR11","unstructured":"Gowdy, J., Limited wants, unlimited means: A reader on hunter-gatherer economics and the environment. Island Press, 1997."},{"key":"9_CR12","unstructured":"Hinton, G.\u00a0E., Srivastava, N., Krizhevsky, A., Sutskever, I., and Salakhutdinov, R.\u00a0R., \u201cImproving neural networks by preventing co-adaptation of feature detectors,\u201d CoRR, 2012."},{"key":"9_CR13","doi-asserted-by":"crossref","unstructured":"Hoyle, R., Templeman, R., Armes, S., Anthony, D., Crandall, D., and Kapadia, A., \u201cPrivacy behaviors of lifeloggers using wearable cameras,\u201d in the 2014 ACM International Joint Conference, (New York, New York, USA), pp.\u00a0571\u2013582, ACM Press, 2014.","DOI":"10.1145\/2632048.2632079"},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Jacobs, D.\u00a0R., \u201cChallenges in research in nutritional epidemiology,\u201d Nutritional Health, pp.\u00a029\u201342, 2012.","DOI":"10.1007\/978-1-61779-894-8_2"},{"key":"9_CR15","doi-asserted-by":"crossref","unstructured":"Jia, Y., Shelhamer, E., Donahue, J., Karayev, S., Long, J., Girshick, R., Guadarrama, S., and Darrell, T., \u201cCaffe: Convolutional architecture for fast feature embedding,\u201d in ACM Multimedia, pp.\u00a0675\u2013678, 2014.","DOI":"10.1145\/2647868.2654889"},{"key":"9_CR16","doi-asserted-by":"crossref","unstructured":"Kahneman, D., Krueger, A.\u00a0B., Schkade, D.\u00a0A., and Schwarz, N., \u201cA Survey Method for Characterizing Daily Life Experience: The Day Reconstruction Method,\u201d Science, 2004.","DOI":"10.1126\/science.1103572"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Kelly, P., Marshall, S.\u00a0J., Badland, H., Kerr, J., Oliver, M., Doherty, A.\u00a0R., and Foster, C., \u201cAn ethical framework for automated, wearable cameras in health behavior research.,\u201d American journal of preventive medicine, vol.\u00a044, pp.\u00a0314\u2013319, Mar. 2013.","DOI":"10.1016\/j.amepre.2012.11.006"},{"key":"9_CR18","unstructured":"Kleitman, N., Sleep and wakefulness. Chicago: The University of Chicago Press, July 1963."},{"key":"9_CR19","unstructured":"Krizhevsky, A., Sutskever, I., and Hinton, G.\u00a0E., \u201cImagenet classification with deep convolutional neural networks,\u201d in NIPS, pp.\u00a01097\u20131105, 2012."},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"LeCun, Y., Bottou, L., Bengio, Y., and Haffner, P., \u201cGradient-based learning applied to document recognition,\u201d IEEE, vol.\u00a086, no.\u00a011, pp.\u00a02278\u20132324, 1998.","DOI":"10.1109\/5.726791"},{"key":"9_CR21","doi-asserted-by":"crossref","unstructured":"Liu, J., Johns, E., Atallah, L., Pettitt, C., Lo, B., Frost, G., and Yang, G.-Z., \u201cAn Intelligent Food-Intake Monitoring System Using Wearable Sensors,\u201d in Wearable and Implantable Body Sensor Networks (BSN), 2012 Ninth International Conference on, pp.\u00a0154\u2013160, \u00a0IEEE Computer Society, 2012.","DOI":"10.1109\/BSN.2012.11"},{"key":"9_CR22","doi-asserted-by":"crossref","unstructured":"Lu, H., Pan, W., Lane, N., Choudhury, T., and Campbell, A., \u201cSoundSense: scalable sound sensing for people-centric applications on mobile phones,\u201d Proceedings of the 7th international conference on Mobile systems, applications, and services, pp.\u00a0165\u2013178, 2009.","DOI":"10.1145\/1555816.1555834"},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Makhoul, J., \u201cLinear prediction: A tutorial review,\u201d Proceedings of the IEEE, vol.\u00a063, pp.\u00a0561\u2013580, Apr. 1975.","DOI":"10.1109\/PROC.1975.9792"},{"key":"9_CR24","unstructured":"Mathieu, B., Essid, S., Fillon, T., Prado, J., and Richard, G., \u201cYAAFE, an Easy to Use and Efficient Audio Feature Extraction Software,\u201d in proceedings of the 11th ISMIR conference, 2010, Sept. 2010."},{"key":"9_CR25","doi-asserted-by":"crossref","unstructured":"Michels, K.\u00a0B., \u201cA renaissance for measurement error.,\u201d International journal of epidemiology, vol.\u00a030, pp.\u00a0421\u2013422, June 2001.","DOI":"10.1093\/ije\/30.3.421"},{"key":"9_CR26","doi-asserted-by":"crossref","unstructured":"Mintz, S.\u00a0W. and Du\u00a0Bois, C.\u00a0M., \u201cThe anthropology of food and eating,\u201d Annual review of anthropology, pp.\u00a099\u2013119, 2002.","DOI":"10.1146\/annurev.anthro.32.032702.131011"},{"key":"9_CR27","unstructured":"Moore, B. C.\u00a0J., Glasberg, B.\u00a0R., and Baer, T., \u201cA Model for the Prediction of Thresholds, Loudness, and Partial Loudness,\u201d Journal of the Audio Engineering Society, vol.\u00a045, no.\u00a04, pp.\u00a0224\u2013240, 1997."},{"key":"9_CR28","doi-asserted-by":"crossref","unstructured":"Nguyen, D.\u00a0H., Marcu, G., Hayes, G.\u00a0R., Truong, K.\u00a0N., Scott, J., Langheinrich, M., and Roduner, C., \u201cEncountering SenseCam: personal recording technologies in everyday life,\u201d pp.\u00a0165\u2013174, 2009.","DOI":"10.1145\/1620545.1620571"},{"key":"9_CR29","doi-asserted-by":"crossref","unstructured":"Rossi, M., Feese, S., Amft, O., Braune, N., Martis, S., and Tr\u00f6ster, G., \u201cAmbientSense: A real-time ambient sound recognition system for smartphones,\u201d in Pervasive Computing and Communications Workshops (PERCOM Workshops), 2013 IEEE International Conference on, pp.\u00a0230\u2013235, 2013.","DOI":"10.1109\/PerComW.2013.6529487"},{"key":"9_CR30","doi-asserted-by":"crossref","unstructured":"Russell, B.\u00a0C., Torralba, A., Murphy, K.\u00a0P., and Freeman, W.\u00a0T., \u201cLabelMe: A Database and Web-Based Tool for Image Annotation,\u201d International Journal of Computer Vision, vol.\u00a077, May 2008.","DOI":"10.1007\/s11263-007-0090-8"},{"key":"9_CR31","doi-asserted-by":"crossref","unstructured":"Scheirer, E. and Slaney, M., \u201cConstruction and evaluation of a robust multifeature speech\/music discriminator,\u201d IEEE Internation Conference on Acoustics, Speech and Signal Processing, p.1331\u20131334, 1997., vol.\u00a02, pp.\u00a01331\u20131334, 1997.","DOI":"10.1109\/ICASSP.1997.596192"},{"key":"9_CR32","doi-asserted-by":"crossref","unstructured":"Schussler, H., \u201cA stability theorem for discrete systems,\u201d IEEE Transactions on Acoustics, Speech, and Signal Processing, vol.\u00a024, pp.\u00a087\u201389, Feb. 1976.","DOI":"10.1109\/TASSP.1976.1162762"},{"key":"9_CR33","doi-asserted-by":"crossref","unstructured":"Sorokin, A. and Forsyth, D., \u201cUtility data annotation with Amazon Mechanical Turk,\u201d Audio, Transactions of the IRE Professional Group on, pp.\u00a01\u20138, June 2008.","DOI":"10.1109\/CVPRW.2008.4562953"},{"key":"9_CR34","doi-asserted-by":"crossref","unstructured":"Thomaz, E., Abowd, G., and Essa, I., \u201cA Practical Approach for Recognizing Eating Moments with Wrist-Mounted Inertial Sensing,\u201d in UbiComp \u201915: Proceedings of the 2015 ACM international joint conference on Pervasive and ubiquitous computing, pp.\u00a01\u201312, July 2015.","DOI":"10.1145\/2750858.2807545"},{"key":"9_CR35","doi-asserted-by":"crossref","unstructured":"Thomaz, E., Parnami, A., Bidwell, J., Essa, I.\u00a0A., and Abowd, G.\u00a0D., \u201cTechnological approaches for addressing privacy concerns when recognizing eating behaviors with wearable cameras.,\u201d UbiComp, pp.\u00a0739\u2013748, 2013.","DOI":"10.1145\/2493432.2493509"},{"key":"9_CR36","doi-asserted-by":"crossref","unstructured":"Thomaz, E., Parnami, A., Essa, I.\u00a0A., and Abowd, G.\u00a0D., \u201cFeasibility of identifying eating moments from first-person images leveraging human computation.,\u201d SenseCam, pp.\u00a026\u201333, 2013.","DOI":"10.1145\/2526667.2526672"},{"key":"9_CR37","doi-asserted-by":"crossref","unstructured":"Thomaz, E., Zhang, C., Essa, I., and Abowd, G.\u00a0D., \u201cInferring Meal Eating Activities in Real World Settings from Ambient Sounds,\u201d in the 20th Intelligent User Interfaces Conference (IUI), (New York, New York, USA), pp.\u00a0427\u2013431, ACM Press, 2015.","DOI":"10.1145\/2678025.2701405"},{"key":"9_CR38","doi-asserted-by":"crossref","unstructured":"von Ahn, L. and Dabbish, L., \u201cLabeling images with a computer game,\u201d in CHI \u201904: Proceedings of the SIGCHI conference on Human factors in computing systems, \u00a0ACM Request Permissions, Apr. 2004.","DOI":"10.1145\/985692.985733"},{"key":"9_CR39","doi-asserted-by":"crossref","unstructured":"von Ahn, L., Liu, R., and Blum, M., \u201cPeekaboom: a game for locating objects in images,\u201d in CHI \u201906: Proceedings of the SIGCHI conference on Human Factors in computing systems, \u00a0ACM Request Permissions, Apr. 2006.","DOI":"10.1145\/1124772.1124782"},{"key":"9_CR40","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780199754038.001.0001","volume-title":"Nutritional Epidemiology","author":"W. Willett","year":"2012","unstructured":"Willett, W., Nutritional Epidemiology. Oxford University Press, Oct. 2012."},{"key":"9_CR41","doi-asserted-by":"crossref","unstructured":"Wyatt, D., Choudhury, T., and Bilmes, J., \u201cConversation detection and speaker segmentation in privacy-sensitive situated speech data.,\u201d Proceedings of Interspeech, pp.\u00a0586\u2013589, 2007.","DOI":"10.21437\/Interspeech.2007-256"},{"key":"9_CR42","doi-asserted-by":"crossref","unstructured":"Yatani, K. and Truong, K.\u00a0N., \u201cBodyScope: a wearable acoustic sensor for activity recognition,\u201d UbiComp \u201912: Proceedings of the 2012 ACM Conference on Ubiquitous Computing, pp.\u00a0341\u2013350, 2012.","DOI":"10.1145\/2370216.2370269"},{"key":"9_CR43","doi-asserted-by":"crossref","unstructured":"Zeiler, M.\u00a0D. and Fergus, R., \u201cVisualizing and understanding convolutional networks,\u201d in ECCV, pp.\u00a0818\u2013833, Springer, 2014.","DOI":"10.1007\/978-3-319-10590-1_53"}],"container-title":["Mobile Health"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-51394-2_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,30]],"date-time":"2022-07-30T20:54:02Z","timestamp":1659214442000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-51394-2_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319513935","9783319513942"],"references-count":43,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-51394-2_9","relation":{},"subject":[],"published":{"date-parts":[[2017]]}}}