Keyword

activity classification

Description: The assignment of observed activities to defined categories, often using behavioral, motion, or other data features.

Primary topic: Context-Aware Activity Recognition Systems (58%)

OpenAlex ID: keywords/activity-classification

Learning patterns of activity using real-time tracking

2000 · C. Stauffer, W.E.L. Grimson · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,248

ActivityNet: A large-scale video benchmark for human activity understanding

2015 · Fabian Caba Heilbron, Victor Escorcia, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,573

Introducing a New Benchmarked Dataset for Activity Monitoring

2012 · Attila Reiss, Didier Stricker · International Symposium on Wearable Computers · 1,450

Ambulatory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly

2003 · B. Najafi, K. Aminian, et al. · IEEE Transactions on Biomedical Engineering · 763

PEIR, the personal environmental impact report, as a platform for participatory sensing systems research

2009 · Min Mun, Sasank Reddy, et al. · International Conference on Mobile Systems, Applications, and Services · 665

Activity identification using body-mounted sensors—a review of classification techniques

2009 · Stephen J Preece, John Y Goulermas, et al. · Physiological Measurement · 603

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Trends Supporting the In-Field Use of Wearable Inertial Sensors for Sport Performance Evaluation: A Systematic Review

2018 · Valentina Camomilla, Elena Bergamini, et al. · Sensors · 595

A Review of Human Activity Recognition Methods

2015 · Michalis Vrigkas, Christophoros Nikou, et al. · Frontiers in Robotics and AI · 571

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A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer

2010 · A M Khan, Young-Koo Lee, et al. · IEEE Transactions on Information Technology in Biomedicine · 518

Using adaptive tracking to classify and monitor activities in a site

2002 · W.E.L. Grimson, C. Stauffer, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 504

Real-time estimation of daily physical activity intensity by a triaxial accelerometer and a gravity-removal classification algorithm

2011 · Kazunori Ohkawara, Yoshitake Oshima, et al. · British Journal Of Nutrition · 459

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Defining accelerometer thresholds for activity intensities in adolescent girls.

2004 · Margarita S Treuth, Kathryn Schmitz, et al. · PubMed · 445

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A Review on Video-Based Human Activity Recognition

2013 · Shian-Ru Ke, Hoang Thuc, et al. · Computers · 440

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

2016 · Daniele Ravi, Charence Wong, et al. · IEEE Journal of Biomedical and Health Informatics · 439

A Survey on Activity Detection and Classification Using Wearable Sensors

2016 · Maria Cornacchia, Koray Ozcan, et al. · IEEE Sensors Journal · 425

A survey on wearable sensor modality centred human activity recognition in health care

2019 · Yan Wang, Shuang Cang, et al. · Expert Systems with Applications · 409

An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer

2009 · John Staudenmayer, David Pober, et al. · Journal of Applied Physiology · 359

W-TALC: Weakly-Supervised Temporal Activity Localization and Classification

2018 · Sujoy Paul, Sourya Roy, et al. · Lecture notes in computer science · 353

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Sensor Positioning for Activity Recognition Using Wearable Accelerometers

2011 · Louis Atallah, Benny Lo, et al. · IEEE Transactions on Biomedical Circuits and Systems · 345

A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers

2014 · Katherine Ellis, Jacqueline Kerr, et al. · Physiological Measurement · 344

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Grouplet: A structured image representation for recognizing human and object interactions

2010 · Bangpeng Yao, Li Fei-Fei · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 335

A Review on Human Activity Recognition Using Vision-Based Method

2017 · Shugang Zhang, Zhiqiang Wei, et al. · Journal of Healthcare Engineering · 329

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Elderly activities recognition and classification for applications in assisted living

2012 · Saisakul Chernbumroong, Shuang Cang, et al. · Expert Systems with Applications · 317

Measurement of Human Daily Physical Activity

2003 · Kuan Zhang, Patricia Werner, et al. · Obesity Research · 306

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Human Activity Recognition Using Inertial/Magnetic Sensor Units

2010 · Kerem Altun, Billur Barshan · Lecture notes in computer science · 284

Works count: 2,773

Citation count: 46,870